US20020049764A1 - Distributed synchronization of databases - Google Patents

Distributed synchronization of databases Download PDF

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US20020049764A1
US20020049764A1 US09/840,403 US84040301A US2002049764A1 US 20020049764 A1 US20020049764 A1 US 20020049764A1 US 84040301 A US84040301 A US 84040301A US 2002049764 A1 US2002049764 A1 US 2002049764A1
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database
computer
records
record
remote
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US09/840,403
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David Boothby
Robert Daley
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Intellisync LLC
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Puma Technology Inc
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Assigned to PUMA TECHNOLOGY, INC. reassignment PUMA TECHNOLOGY, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: BOOTHBY, DAVID J., DALEY, ROBERT C.
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/10File systems; File servers
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/27Replication, distribution or synchronisation of data between databases or within a distributed database system; Distributed database system architectures therefor
    • G06F16/275Synchronous replication
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99951File or database maintenance
    • Y10S707/99952Coherency, e.g. same view to multiple users
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10TECHNICAL SUBJECTS COVERED BY FORMER USPC
    • Y10STECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y10S707/00Data processing: database and file management or data structures
    • Y10S707/99951File or database maintenance
    • Y10S707/99952Coherency, e.g. same view to multiple users
    • Y10S707/99953Recoverability

Definitions

  • appendix (appearing now in paper format to be replaced later in microfiche format) forms part of this application.
  • the appendix which includes a source code listing relating to an embodiment of the invention, includes _frames on _microfiche.
  • This invention relates to synchronizing databases.
  • Databases are collections of data entries which are organized, stored, and manipulated in a manner specified by applications known as database managers (hereinafter also referred to as “Applications”; the term “database” will also refer to the combination of a database manager and a database proper).
  • database managers hereinafter also referred to as “Applications”; the term “database” will also refer to the combination of a database manager and a database proper).
  • the manner in which database entries are organized in a database is known as its data structure.
  • Database managers There are generally two types of database managers. First are general purpose database managers in which the user determines (usually at the outset, but subject to future revisions) what the data structure is. These Applications often have their own programming language and provide great flexibility to the user. Second are special purpose database managers that are specifically designed to create and manage a database having a preset data structure. Examples of these special purpose database managers are various scheduling, diary, and contact manager Applications for desktop and handheld computers. Database managers organize the information in a database into records, with each record made up of fields. Fields and records of a database may have many different characteristics depending on the database manager's purpose and utility.
  • Databases can be said to be incompatible with one another when the data structure of one is not the same as the data structure of another, even though some of the content of the records is substantially the same.
  • one database may store names and addresses in the following fields: FIRST_NAME, LAST_NAME, and ADDRESS.
  • Another database may, however, store the same information with the following structure: NAME, STREET_NO., STREET_NAME, CITY_STATE, and ZIP.
  • the content of the records is intended to contain the same kind of information, the organization of that information is completely different.
  • Synchronization of two incompatible databases often requires comparison of their records so that they can be matched up prior to synchronization. This may require transferring records in one database from one computer to another. However, if the data transfer link between the two computers is slow, as for example is the case with current infrared ports, telephone modem, or small handheld computers, such a transfer increases the required time for synchronization by many folds.
  • the invention features a computer implemented method for synchronizing a first database located on a first computer and a second database located on a second computer.
  • a first computer it is determined whether a record of the first database has been changed or added since a previous synchronization, using a first history file located on the first computer comprising records representative of records of the first database at the completion of the previous synchronization. If the record of the first database has not been changed or added since the previous synchronization, the first computer sends the second computer information which the second computer uses to identify the record of the first database to be unchanged.
  • inventions of this aspect of the invention may include one or more of the following features.
  • a second history file may be located on the second computer.
  • the second history file contains records representative of records of the first database at the completion of the previous synchronization, where one of the representative records represents the record of the first database determined to be unchanged. Then, at the second computer, a synchronization of the second and first databases is performed using the one of the representative records.
  • the information sent from the first computer to the second computer can be used to locate the one of the representative records in the second history file.
  • the second history file can store information in relation to the representative records and the one of the representative records in the second history file can be identified from that stored information. Additionally, the information sent from the first computer to the second computer can include information that matches the information stored in relation to the one of the representative records in the second history files.
  • the information sent to the second computer can include information identifying records other than the unchanged record. It can also include information identifying the changed record. It can also include information identifying the deleted records or added records.
  • the information can also include a code based on at least a portion of the content of the record of the first database.
  • the code may be a hash number.
  • the information may be a code uniquely identifying the record of the first database. Such a code may be one assigned by the first database to the records.
  • the invention features a computer implemented method of identifying a record of a database.
  • a record of the database is read.
  • a code is assigned to the record of the database, the code being based on at least a portion of the content of the record of the first database. The code is then to identify the record at a later time.
  • inventions of this aspect of the invention may include one or more of the following features.
  • the code may be a hash number computed based on at least a portion of the content of a record of the first database.
  • the database is stored on a first computer and the code is transmitted to a second computer to identify the record to an application.
  • Advantages of the invention may include one or more of the following advantages.
  • the invention may be implemented in hardware or software, or a combination of both.
  • the technique is implemented in computer programs executing on programmable computers that each include a processor, a storage medium readable by the processor (including volatile and non-volatile memory and/or storage elements), at least one input device, and at least one output device.
  • Program code is applied to data entered using the input device to perform the functions described above and to generate output information.
  • the output information is applied to one or more output devices.
  • Each program is preferably implemented in a high level procedural or object oriented programming language to communicate with a computer system.
  • the programs can be implemented in assembly or machine language, if desired.
  • the language may be a compiled or interpreted language.
  • Each such computer program is preferably stored on a storage medium or device (e.g., ROM or magnetic diskette) that is readable by a general or special purpose programmable computer for configuring and operating the computer when the storage medium or device is read by the computer to perform the procedures described in this document.
  • a storage medium or device e.g., ROM or magnetic diskette
  • the system may also be considered to be implemented as a computer-readable storage medium, configured with a computer program, where the storage medium so configured causes a computer to operate in a specific and predefined manner.
  • FIG. 1 shows two computers connected via data transfer link.
  • FIG. 2 is a schematic drawing of the various modules constituting an embodiment.
  • FIG. 3 is a representation of the host workspace data array.
  • FIG. 4 is pseudocode for the Translation Engine Control Module.
  • FIG. 5 is pseudocode for a remote segment of a synchronization program when loading records from and unloading records to the remote database, when the database assigns unique IDs.
  • FIG. 6 is pseudocode for a host segment of a synchronization program when loading records from and unloading records to the remote database, when the database assigns unique IDs.
  • FIG. 7 is pseudocode for a remote segment of a synchronization program when loading records from and unloading records to the remote database, when the database does not assign unique IDs.
  • FIG. 8 is pseudocode for a host segment of a synchronization program when loading records from and unloading records to the remote database, when the database assigns unique Ids.
  • a synchronization program has a host segment 28 and a remote segment 26 which run on a host computer 20 and a remote computer 22 , respectively.
  • the two computer are connected together via a data transfer link 24 enabling them to transfer data between them.
  • Data transfer link 24 may be a slow data transfer link such as a serial infrared links, serial cables, modems and telephone lines, or other such data transfer links.
  • a host database 13 and a remote database 14 e.g. scheduling databases, are stored on remote computer 22 and host computer 20 , respectively.
  • both computers on which the two databases run are capable of running programs other than a database, as in the case of, for example, general purpose computers such as desktop and notebook computers, or handheld computers having sufficient memory and processing power.
  • the synchronization program may be distributed between the two computers so as to, for example, increase the efficiency of using of a slow data transfer link between the two machines.
  • remote segment 26 of the synchronization program loads records of remote database 13 .
  • Remote segment 26 determines which records of the remote database have been changed/added, deleted or left unchanged since a previous synchronization. If the remote database assigns unique identification codes (i.e. unique ID) to its records, remote segment 26 can further differentiate between records than have been added and those than have been changed since the previous synchronization.
  • Remote segment 26 uses a remote history file 30 which stores data representing or reflecting the records of the database at the completion of the previous synchronization. This data may be a copy of remote database 13 . It may also be hash numbers for each of the records of the remote database. If the remote database assigns unique IDs, the remote history file may contain those unique IDs together with the hash numbers of the records corresponding to the stored unique IDs.
  • Remote segment 26 sends those records of the remote database that have been changed or added to the host segment or the host computer. However, the remote segment does not send the unchanged or deleted records to the host computer. Instead, the remote segment sends a flag indicating the status of the record (e.g. unchanged or changed) and some data or information that uniquely identifies the record to the host segment. This data or information may be a hash number of all or selected fields in the record at the completion of the last synchronization. It may also be the unique ID assigned to the record by the remote database, if the database assigns one to its records.
  • Host segment 28 uses the received information or data that uniquely identifies the unchanged record to access a record in host history file 19 that corresponds to the received information or data.
  • This record contains a copy of the data of the remote database record that the remote segment found to have been unchanged.
  • Host segment 19 then uses this record to synchronize the databases by comparing it to the records of host database 14 . After synchronization, the remote and host history files and the databases are updated. Since the unchanged records which typically constitute most of the records of a database are not transferred to the host computer, a data transfer link, specially a slow data transfer link, is used with increased efficiency.
  • FIG. 2 shows the relationship between the various modules of an embodiment of a distributed synchronization program.
  • Translation Engine 1 comprises a Control Module 2 that is responsible for controlling the synchronizing process by instructing various modules to perform specific tasks on the records of the two databases being synchronized.
  • the Control Module 2 also provides data that affects the specific operation of the various components of the synchronization program, such as the name of the databases being synchronized and user preferences.
  • FIG. 4 is the pseudocode of the steps taken by this module.
  • the Synchronizer 15 has primary responsibility for carrying out the core synchronizing functions. It is a table-driven code which is capable of synchronizing various types of databases whose characteristics are provided by control module 2 .
  • the Synchronizer creates and uses a host workspace 16 (shown in detail in FIG. 3), which is a temporary data array used during the synchronization process.
  • a host translator 9 includes two modules: a reader module 10 which reads the data from the host database 14 and an unloader module 10 which analyzes and unloads records from the host workspace into the host database 14 .
  • Remote segment 26 also has similar modules for reading and unloading data from the remote database.
  • the remote segment is designed specifically for interacting with remote database 13 .
  • the design of the remote segment is specifically based on the record and field structure of the remote database and remote database's Application Program Interface (API) requirements and limitations and other characteristics of the remote database.
  • API Application Program Interface
  • host translator 9 is designed specifically for the host database.
  • the remote segment and host translator are not able to interact with any other databases or Applications. They are only aware of the characteristics of the databases for which they have been designed.
  • the host translator and the remote segment can be designed as a table-driven code, where a general Translator is able to interact with a variety of databases based on the parameters supplied by, for example, the Control Module 2 . It should be noted that the remote segment and host translator may be designed in various ways and still perform the tasks set out in this embodiment.
  • FIG. 4 is the pseudocode for the operation of Control Module 2 of the Translation Engine 1 .
  • Control Module 2 first initializes itself and specifies the current user options to various modules (Step 401 ).
  • control module 2 instructs the Synchronizer to load host history file 19 .
  • Synchronizer 15 in response creates host workspace 16 data array and loads host history file 19 into host workspace 16 .
  • Host history file 19 is a file that was saved at the end of last synchronization and contains records representative of the records of the two databases at the end of the previous synchronization. Typically, the host history file contains a copy of the results of the previous synchronization of the synchronized records of the two databases.
  • the content of the records of the history file may be limited only to those fields that are synchronized and the data may be translated and stored in a format different than that of the remote database or the host database. This data can be used to reconstruct the content of the records of the remote database as they were at the end of the previous synchronization.
  • the host history file is generally used to determine changes to the databases since a previous synchronization and also to recreate records not sent from the remote segment, as will be described in detail below. If no history file from a previous synchronization exists or the user chooses to synchronize without using the history file, in step 402 the synchronizer does not load a history file. In that case, all the records from both databases will be loaded into the host workspace. We will describe the rest of the operation of the control module as if a history file exists and will be used.
  • Control Module 2 instructs host translator 13 to load the host database records (step 403 ).
  • Host Reader module 11 of the host Translator reads the host database records and sends them to the Synchronizer for writing into the host workspace.
  • Control Module 2 then instructs remote segment to send the records of the remote database (step 404 ).
  • Remote segment 26 reads the remote database records and sends them to Synchronizer 15 for writing into the host workspace.
  • the actions taken by the synchronizer and the remote segment in response to step 404 will be described in detail in reference to FIGS. 5, 6, 7 , and 8 , below.
  • Records in the host workspace are stored according to either the host database or the remote database data structures. Therefore, as synchronizer 15 receives each record, the Synchronizer maps that record using the appropriate record map (i.e. either a remote database to host database record map or a host database to remote database record map) before writing the record into the next available spot in the host workspace. Mapping may be performed by other modules, e.g. the remote segment.
  • the records may also be “translated”, i.e. cast into a format which synchronizer can use (a “translation” method is described in the '390 patent). For example, a date stored as “April 1, 97” may be translated into a format preferred by the synchronizer, e.g. “4-1-97”.
  • Control module 2 then instructs the Synchronizer to perform a Conflict Analysis and Resolution (“CAAR”) procedure on the records in the host workspace (step 405 ), which procedure is described in detail in the following applications of the assignee hereof, Puma Technology, Inc. of St. Jose, Calif., incorporated by reference in their entirety including any appendices: “Synchronization of Recurring Records in Incompatible Databases”, Ser. No. 08/752,490, filed on Nov. 13, 1996 (hereinafter, “'490 application”); “Synchronization of Databases with Record Sanitizing and Intelligent Comparison,” Ser. No. 08/749,926, filed Nov.
  • CAAR Conflict Analysis and Resolution
  • synchronization is a process of analyzing records from the remote database and host database against the records of the history file to determine the changes, additions, and deletions in each of the two databases since the previous synchronization and what additions, deletions, or updates need be made to the databases to synchronize the records of the databases.
  • the synchronization engine i.e. the Synchronizer
  • the Synchronizer compares the records in the host workspace and determines what synchronizing actions should be taken.
  • the synchronization engine processes the records, including comparing them to one another, in order to form them into groups of related records. Each of these groups may comprise at most one recurring or a group of related nonrecurring records from each of the databases and history file.
  • the Synchronizer determines what synchronization action should be taken. To do this, the Synchronizer compares them, determines their differences, and decides what synchronization action is appropriate or asks the user what action should be taken.
  • the synchronizer then associates with that record, the specific “action” (e.g. add, update or delete) that must be taken with respect to that record in that record's database.
  • the specific “action” e.g. add, update or delete
  • the user may select not to synchronize a particular record with the other database.
  • the records may be unloaded or written into their respective databases, including any additions, updates, or deletions. However, prior to doing so, the user is asked to confirm proceeding with unloading (steps 108 - 109 ). Up to this point, neither the databases nor the History File have been modified. The user may obtain through the Control Module's Graphical User Interface (GUI) various information regarding what will transpire upon unloading.
  • GUI Graphical User Interface
  • Control Module 2 first instructs the host translator to unload the records from host workspace into the host database. Following unloading of the host records, Control Module 2 instructs the synchronizer and the remote segment to unload the remote records from the host workspace (step 409 ).
  • Control Module 2 next instructs the Synchronizer to create a new History File (step 112 ). At this point Synchronization is complete.
  • FIGS. 5 - 8 we will now describe the actions taken by the remote segment in coordination with the Synchronizer in response to the instructions from control module 2 in step 404 to load records of the remote database and in step 409 to unload the records of the remote database from the host workspace.
  • the remote database assigns unique identification codes (i.e. unique IDs) to each of its records as they are created.
  • the remote database does not assign unique IDs to its records.
  • FIG. 5 is the pseudocode for the steps taken by the remote segment while FIG. 6 is the pseudocode for the steps taken by the Synchronizer in the case of the second embodiment.
  • FIG. 7 is the pseudocode for the steps taken by the remote segment while FIG. 8 is the pseudocode for the steps taken by the Synchronizer in the case of the first embodiment.
  • the remote segment determines which records have been changed/added, deleted or left unchanged since a previous synchronization.
  • the remote segment uses a history file located on the remote computer (“remote history file”) to determine which records may have been changed/added, deleted or left unchanged since a previous synchronization.
  • the remote segment essentially can translate outputs of any database into outputs of a fast synchronization database which is a type of database that generally supplies information as to which of its records have been changed, added, deleted, or left unchanged.
  • Fast synchronization databases and an example of a method of synchronizing them with other databases is described in detail in the '490, '926 & '645 applications. Therefore, for example, this method of distributed synchronization may also be implemented with any synchronization program that is able to synchronize such databases.
  • the remote segment sends the host segment, over the data transfer link, only the content of those records that have been changed or newly added.
  • the history file contains all necessary information to recreate or synchronize those records, if needed. Therefore, it is not necessary to transfer those records to the host segment. Only some data or identification code that uniquely identifies the record to the Synchronizer need be transferred for such a record. Since the majority of records are typically unchanged records, not transferring them over the slow data transfer link improves the efficiency of the synchronization process.
  • the Synchronizer synchronizes the databases. Following synchronization, the host segment transfers information necessary to update the remote database and the remote history file to the remote segment. The remote segment then updates its history file and the remote database.
  • the remote and host history files are named using a common naming convention.
  • the name of a file is made up of six components:
  • Name or ID of the host computer which may be an assigned name such as an assigned GUID in the case of operating systems by Microsoft Corporation of Redmond, Wash., or UUID in the case of operating systems by Open Software Foundation;
  • the remote segment and the host segment ensure that the host history file have the same name. Moreover, each of the history files have the date and time stamp of the previous synchronization. The remote segment and synchronizer use this to ensure that the history files from the same previous synchronization of the two databases are used.
  • FIG. 5 is the pseudocode for steps taken by the remote segment in response to the instruction by control module in step 404 to load the remote database records into the host workspace (FIG. 4).
  • the remote segment first initializes (i.e. creates) a remote workspace in the remote computer (step 501 ). The remote segment then compares the name of the host history file with the name of any remote history file in the remote computer. If the remote segment finds a remote history file that matches the host history file (i.e. a remote history file that matches the host history file) (step 502 ), then the remote segment examine the date and time stamp of the host and remote history files. If the date and time stamp in the remote history file matches the one in the host history file (step 503 ), then the remote segment determines that two history files correspond to one another. Hence, the remote segment loads the remote history file into the remote workspace.
  • the remote segment transfers all remote database records to the host computer. Therefore, if the name of the host and remote history files match but the date and time stamps do not match (step 505 ), then the remote segment assumes that remote history file is not the correct remote history file to be used. The remote segment removes that history file (step 506 ) and transfers all remote database records to the host computer (step 507 ). If no remote history file matches the host history file (step 508 ), then the remote segment assumes an appropriate remote history file does not exist. The remote segment transfers all the records to the host computer (step 509 ). To transfer all the records in the above steps, the remote segment first loads and stores all records of the remote database in the remote workspace.
  • the remote segment then transfers all records in the remote database to the host segment. If remote segment transfers all the records of the remote database to the host segment in either step 504 or 509 , then the remote will go to step 528 . It should be noted that the host segment will use the host history file, if one exists, to perform the synchronization.
  • the remote history file is loaded into the work space. It is then used to “filter” out information that need not be sent to the host segment since it already exists on the host segment.
  • the history files on the remote and history files are used to store information representative of the remote database at the end of the previous synchronization.
  • the records of the remote history file in the first embodiment contain the unique ID of the records and hash numbers of those records at the completion of a prior synchronization. In other embodiments, the remote history file may contain some or all of the field values of the records of the remote database.
  • Hashing may be described as converting any data, such as a string of characters, into a more compacted format, such as a number, meant to represent that string of characters. It may be considered to be a content-based encoding technique.
  • the hashed values may be used as a surrogate for a hashed string of characters, for example, to compare strings.
  • An example of a hashing algorithm is to calculate the following sum for every characters in a character string:
  • character is the number stored in the memory to represent that character (e.g. an Ascii value).
  • Ascii value e.g. an Ascii value
  • sum contains the hash number for that string of characters.
  • the hash number is a 32 bit number and therefore can have a value between 2 32 different values. Because the expected number of records is much less than this number, the probability of two different records having the same hash value is small. Therefore, hash numbers can be used to perform comparisons instead of comparing the non-hashed data or a preliminary check before comparing the data, with relatively low risk inaccurate comparison.
  • hash numbers can be used to perform comparisons instead of comparing the non-hashed data or a preliminary check before comparing the data, with relatively low risk inaccurate comparison.
  • hash numbers as a unique identification code, which will be described in the second embodiment.
  • the remote segment uses the remote history file to determine whether a record has been changed, deleted, or added since a previous synchronization. Therefore, for records that are unchanged, which typically constitute the majority of records in a database, the remote segment sends information that the host segment can use to identify the matching records in the host history file. That matching history file record contains the same data as necessary to use for synchronization as that on the remote database since the record is unchanged. Therefore, there is no need to send the whole record.
  • the remote segment uses the remote history file to filter out information that is already contained in the host history file and sending only those records that have been changed or added.
  • the remote history file may contain all the field values of the records of the remote database. In those embodiments, the remote segment can determine not only which records have been changed but more specifically which field values have been changed. In that case, the remote segment can determine and then send only those field values that have been changed, further increasing the efficiency of using the slow data transfer link.
  • the remote segment For each record of the remote database (step 515 ), the remote segment loads the field values, including the unique ID, of the record into the remote workspace (step 512 ). As the records are loaded, they are translated (e.g. “translated” as described in the '390 patent) into a universal format for the remote workspace. The records will be translated back into the format of the remote database as they are written into the remote database.
  • the remote segment also computes a hash number based on all or selected (e.g. the fields to be synchronized) field values (step 513 ). In the described embodiment, the hashing number is a 32 bit number.
  • the fields on which the hash number is based on remain the same for all synchronizations relying on this remote history file.
  • the host segment also performs a hash on the same fields. If the fields which are hashed changes, the hash number of unchanged records would not remain the same from one synchronization to the next.
  • the remote segment assumes that the record has not been changed since the previous synchronization and therefore can be created by the host segment from the host history file.
  • the remote segment will take no action (step 517 ). In other embodiments, the remote segment can send the unique ID and a flag indicating that the record is unchanged to the host segment.
  • the remote segment If the computed hash number does not match that of the history file record (step 518 ), the remote segment assumes that the record has been changed since a previous synchronization. Therefore, the remote segment sends the host computer the field values including the unique ID and a “changed” flag (step 519 ). In some embodiments, only those field values that have been changed since the previous synchronization will be sent, as described above. The remote segment then creates a new entry for the changed record in the history file (step 520 ) and marks the record as unacknowledged (step 521 ), the purpose and function of which we will now briefly describe and is also described in the '490, '926 and '645 applications.
  • the remote segment does not change an entry in the remote history file, until it receives an instruction indicating that the host segment has synchronized and updated the host database with that record. This is done so that if for any reason (e.g. user does not want to update that record of the host database as described above) the host database is not synchronized with that record, the remote segment will not treat that record as unchanged during the next synchronization.
  • the acknowledgement may take the form of an “acknowledgment” flag or an “action” instruction which instructs the remote segment to add, update, or delete that record of the remote database, as described above.
  • the remote segment creates a new entry and marks the entry as “unacknowledged” If an “acknowledgment” flag is received, the old history file record is deleted. If an “acknowledgement” flag is not received, the new workspace entry is deleted. The steps will be described further below.
  • step 515 the remote segment determines that the unique ID of the loaded record does not match any of the unique IDs stored in the records of the history file (step 521 )
  • the remote segment assumes that the record loaded from the remote database has been newly added. Therefore, the remote segment sends the host segment a copy of the field values of those fields of the record to be synchronized (which may be all or less than all the fields) together with an “added” flag (step 524 ).
  • the remote segment creates a new remote workspace entry and enters the unique ID and hash value of the record (step 525 ). The new entry is marked as unacknowledged (step 526 ).
  • the remote database determines that unique IDs in the history file that have not been matched represent the deleted records (step 529 ). Therefore, the remote segment sends the host segment those unique IDS together with “delete” flags (step 530 ).
  • the host segment After the remote segment has finished providing data to the host segment, the host segment synchronizes the two databases based on the input from the remote segment. The remote segment waits until the host segment finishes synchronizing and instructs the remote segment in step 409 in FIG. 4 to begin unloading into the remote database (step 532 ).
  • the host segment synchronizes the two database similar in the way it synchronizes a so-called “fast synchronization” database (as defined in the '490, '926, and '645 applications) with another database.
  • the operation of a synchronization program synchronizing a fast synchronization database with either a fast synchronization database or a regular database (i.e. non-fast synchronization) is described in detail in the '490, '926, and '645.
  • a remote segment sending remote database records to the Synchronizer provides field values of only those records which have been changed or added since the previous synchronization but not those records that are unchanged or deleted. Therefore, unlike a regular database Translator, the remote segment does not provide the Synchronizer with unchanged records.
  • the Synchronizer transforms information from the remote segment Into regarding unchanged records into equivalent regular database records. These transformed records are then used by the Synchronizer in the synchronization. Essentially, the synchronizer transforms and uses the information sent by the remote segment to identify a record in the history file that is a copy of the field values of the unchanged remote database record. In the described embodiment, the synchronizer also copies that history file record and flags as being the remote database record.
  • the described embodiment uses the host history file to perform this transformation.
  • the host history file At the beginning of a first synchronization between the two databases, all records in the remote database are loaded into the host history file.
  • changes, additions, and deletions are made to the remote database, during each subsequent synchronization, the same changes, additions, and deletions are made to the host history file. Therefore, the host history file at the end of each synchronization will contain a copy of the relevant content of the remote database after synchronization.
  • relevant we mean data in the fields that are synchronized. For example, it may be the case that the host history file contain data in fields that are not synchronized.
  • the records of the remote are mapped or recast into another format (e.g.
  • the records of the history file contain a copy of the records of the database, as mapped, translated, or both.
  • the Synchronizer uses the mapped or translated records for synchronization. Therefore, it only needs the mapped or translated copy of the unchanged record.
  • the host history file may contains copies of all the records exactly as they are in the remote database or in some other format that is useful for the particular application.
  • all records received by the host segment from the remote segment are flagged with one of Added, Changed, or Deleted flags.
  • the host synchronizer performs the following functions. If a received record is flagged as an added record (step 602 ), then the received record is added to the host workspace (step 603 ). Since the record is new, it is not associated or linked to any history file record. If a record is flagged as a “changed” record (step 604 ), then the Synchronizer uses the received unique ID to find the corresponding record in the history file (step 605 ) and links the received remote record to that history file record (step 606 ). If the received record is flagged as a “deleted” record (step 607 ), then the Synchronizer uses the received unique ID to find the corresponding record in the history file (step 608 )and marks the history file record as deleted (step 609 ).
  • step 611 After all the received records are analyzed (step 611 ), if any host history file records containing remote database unique IDs are left that were not matched against the received records, the synchronizer assumes that those records represent the remote database records that are unchanged. For all those records (step 612 ), the synchronizer clones the host history file record (i.e. create a workspace entry and copy all the host history file record in to that entry) and treats it as a record received from the remote database. At this point the host segment proceeds with synchronization since the records of the remote database have now been loaded. In essence, referring back to FIG. 4, this is the end of step 404 .
  • the user must confirm to proceed with updating the remote database (step 406 in FIG. 4). If the user decides to terminate the synchronization, changes are not made to the host history file or the databases. In the case of the remote database, as described in reference to FIG. 5, the remote segment is waiting for the synchronizer to finish synchronizing. If the user aborts synchronization (step 533 ), the remote segment discards the remote workspace (step 534 ), saves the original history file without any changes (step 535 ), and terminates the process at the remote computer.
  • control module 2 instructs the synchronizer and the remote segment to proceed with unloading the records from the workspace into the remote database.
  • the remote segment is waiting for the synchronizer to finish synchronizing (step 532 in FIG. 5).
  • the synchronizer has determined what “actions” with respect to which record in which database should be taken (update, delete, or add) to complete synchronization. If changes or additions are made to the host database in the case of particular record but no action need be taken with respect to that record in the remote database, the synchronizer determines that an “acknowledgement” should be sent to the remote segment.
  • the synchronizer sends all the actions concerning the remote database together with the associated record to the remote (step 616 ).
  • the synchronizer then sends the unique ID of those records that require “acknowledgements” to be sent to the remote together with an appropriate flag (step 617 ).
  • the remote segment marks the new workspace entry that was created in either step 520 or step 525 as acknowledged (step 540 ).
  • the remote segment also discards or removes any other entry in the workspace that contains the unique ID of this record, which is typically the entry that was loaded from the remote history file. Therefore, as previously described, this entry as opposed to the old remote history file entry associated with this record will be written into the history file at the end of the process at the remote segment. This in essence updates the history file, as will be described below.
  • the remote segment performs that action with respect to the remote database.
  • the remote segment also performs the same steps as steps 540 and 541 (step 544 and 545 ). If a new record was added to the database (step 546 ), it will be assigned a new unique ID.
  • the remote segment sends that unique ID to the host segment (step 547 ).
  • the host segment includes that unique ID in the host work space in association with that record step 618 in FIG. 6).
  • the remote segment discards all unacknowledged entries from the workspace. Therefore, in the case of those added or changed records with which the user decided not to update the host database, the remote history file remains unchanged. The remote history file is then updated from the remote workspace. At this point the control module continues with step 410 in FIG. 4, i.e. creating the history file to end the synchronization of the two databases.
  • the remote database assigns unique IDs to its records.
  • the remote segment provides some information less than all the fields of the records to uniquely identify an unchanged record to the host segment. This information may be a hash value. The host segment uses this information to find and then use the host history file copy of the unchanged remote database record to synchronize the two databases.
  • the remote segment can use a content based code, that is a code whose value depends on the content of all or a selected number of the fields of a record.
  • the remote segment uses hash numbers. Since in the case of an unchanged record, its content has remained the same, its hash number remains the same. The hash number acts as a unique identifier and therefore enables the remote and host segments to identify the unchanged record by its hash code.
  • the hash code can be used to identify a record that is stored in the host history file, since its content remains the same from the end of one synchronization to the time it is updated. It may also be transmitted to identify an unchanged record or an unchanged version of a changed record.
  • a host history file record can in effect be identified using the hash code of that record.
  • Steps 701 - 711 are the same as steps 501 - 511 in FIG. 5, described above in reference to the first embodiment. These steps are generally concerned with finding the correct remote history file.
  • the remote segment loads and translates a record of the remote database into the remote workspace (step 713 ) and a hash number is calculated for that record (step 714 ). If the hash number of the remote record matches one or more hash numbers in the remote history file (step 715 ), then the remote segment assumes that the record has not been changed since a previous synchronization.
  • the remote segment sends additional information that can be used to identify which of the multiple identical hash numbers a particular record relates to. This is done because during updating the remote history file record at the end of synchronization, the same number of identical hash numbers as matching remote database records are updated. In the second embodiment, this additional information is the index number associated with each entry of the remote workspace.
  • the remote segment sends the hash number, a flag indicating that the record is unchanged, and the index number of that hash number to the host segment (step 716 ). Obviously if the index number was previously sent, the next index number for the identical hash is sent.
  • the remote segment treats that record as having been newly added. Therefore, the remote segment sends the host segment a copy of the field values of the record, the remote workspace index number, and an “added” flag (step 720 ).
  • the remote workspace index number makes it easier to perform future search of the remote workspace when data with respect to this record is received.
  • the remote segment also creates a new remote workspace entry and enters hash number value of the record (step 718 ). The new entry is marked as “unacknowledged” (step 719 ).
  • the remote segment treats the record as a new record
  • the remote segment can not distinguish between an added and a changed record. Therefore, the synchronizer during synchronization does not treat it as a new record. Instead, the synchronizer compares the record to determine whether it matches with any of host history file record which would mean it is a changed record.
  • the remote segment After reading all the remote database records and processing them (step 722 ), the remote segment removes from the remote workspace all entries that have hash numbers that are unmatched (step 723 ). These entries represent records that have either been changed or deleted since the previous synchronization.
  • the host segment After the remote segment has finished providing data to the host segment, the host segment synchronizes the two databases based on the input from the remote segment. The remote segment waits until the host segment finishes synchronizing and instructs the remote segment in step 409 in FIG. 4 to begin unloading into the remote database (step 724 ).
  • the synchronizer on the host computer uses the information to identify those records in the host history file that correspond to the unchanged remote database records. For every record received from the remote segment that is flagged as added (step 801 ), the synchronizer adds the record to the host workspace (step 802 ) and during CAAR compares the record to the history file to determine whether the record is a changed or added record. For every record received from the remote segment that is flagged as “unchanged” (step 804 ), in the same manner as the first embodiment, the synchronizer finds the corresponding host history file record by finding a record that has the same hash number as that sent by the remote synchronizer (step 805 ).
  • the synchronizer then clones the record (step 806 ), as previously described, and treats as if it is a record received from the remote database.
  • the control module proceeds to step 405 in FIG. 4 to begin CAAR.
  • CAAR will then analyze the records in the host workspace to determine which remote records were added, which were changed, and which were deleted since the previous synchronization.
  • control module 2 instructs the synchronizer and the remote segment to proceed with unloading the records from the workspace into the remote database (step 409 in FIG. 4). As stated, at this point, the remote segment is waiting for the synchronizer to finish synchronizing (step 724 in FIG. 7).
  • the synchronizer has determined what actions should be taken (update, delete, or add) to each database. If changes or additions are made to the host database in the case of a particular record but no action need be taken with respect to that record in the remote database, the synchronizer determines that at least an “acknowledgement” is to be sent to the remote segment.
  • the synchronizer sends all the actions concerning the remote database together with the associated record and remote workspace index to the remote (step 809 ).
  • the synchronizer then sends the remote workspace index of those records that require acknowledgements to be sent to the remote together with an appropriate flag (step 810 ). Therefore, the remote workspace index is used to identify which records in the remote workspace should be “acknowledged”.
  • steps 725 - 729 are the same as steps 533 - 537 , which were described in reference to the first embodiment.
  • the following steps are performed. If the data received indicates an “acknowledgement” or “action” with respect to a record that was sent to the host segment flagged as “added” (step 731 ), the remote segment marks the new workspace entry that was created in either step 718 as acknowledged (step 732 ). It should be noted that the remote workspace index number is used to locate the remote workspace entry. Therefore, as previously described, this entry will be written into the history file at the end of the process at the remote segment.
  • the remote segment performs that action with respect to the remote database.
  • the remote segment also updates the remote workspace and marks the entry as “acknowledge” (step 735 ).
  • the remote segment discards all unacknowledged entries from the workspace, which were newly created entries which were not acknowledged. Therefore, in case of those added or changed records with the user decided not to update the host database with, the remote history file remains unchanged. The remote history file is then updated from the workspace. At this point the control module continues with step 410 in FIG. 4, i.e. creating the history file to end the synchronization of the two databases.
  • the host segment transforms the input from the remote segment
  • other embodiments of the host segment may not transform the input from the remote segment since they are designed to use inputs that informs them of which records have been changed, added and deleted or have been left unchanged.
  • Other embodiments in which the host segment requires different types of input the input from the remote segment are transformed as required.
  • the various embodiments of the host segment may or may not use a history file.

Abstract

A computer implemented method is provided for synchronizing a first database located on a first computer and a second database located on a second computer. At the first computer, it is determined whether a record of the first database has been changed or added since a previous synchronization, using a first history file located on the first computer comprising records representative of records of the first database at the completion of the previous synchronization. If the record of the first database has not been changed or added since the previous synchronization, the first computer sends the second computer information which the second computer uses to identify the record of the first database to be unchanged.

Description

    REFERENCE TO MICROFICHE APPENDIX
  • An appendix (appearing now in paper format to be replaced later in microfiche format) forms part of this application. The appendix, which includes a source code listing relating to an embodiment of the invention, includes _frames on _microfiche. [0001]
  • This patent document (including the microfiche appendix) contains material that is subject to copyright protection. The copyright owner has no objection to the facsimile reproduction by anyone of the patent document as it appears in the Patent and Trademark Office file or records, but otherwise reserves all copyright rights whatsoever. [0002]
  • BACKGROUND
  • This invention relates to synchronizing databases. [0003]
  • Databases are collections of data entries which are organized, stored, and manipulated in a manner specified by applications known as database managers (hereinafter also referred to as “Applications”; the term “database” will also refer to the combination of a database manager and a database proper). The manner in which database entries are organized in a database is known as its data structure. [0004]
  • There are generally two types of database managers. First are general purpose database managers in which the user determines (usually at the outset, but subject to future revisions) what the data structure is. These Applications often have their own programming language and provide great flexibility to the user. Second are special purpose database managers that are specifically designed to create and manage a database having a preset data structure. Examples of these special purpose database managers are various scheduling, diary, and contact manager Applications for desktop and handheld computers. Database managers organize the information in a database into records, with each record made up of fields. Fields and records of a database may have many different characteristics depending on the database manager's purpose and utility. [0005]
  • Databases can be said to be incompatible with one another when the data structure of one is not the same as the data structure of another, even though some of the content of the records is substantially the same. For example, one database may store names and addresses in the following fields: FIRST_NAME, LAST_NAME, and ADDRESS. Another database may, however, store the same information with the following structure: NAME, STREET_NO., STREET_NAME, CITY_STATE, and ZIP. Although the content of the records is intended to contain the same kind of information, the organization of that information is completely different. [0006]
  • Often users of incompatible databases want to be able to synchronize them with one another. For example, in the context of scheduling and contact manager Applications, a person might use one Application on the desktop computer at work while another on his handheld computer or his laptop computer while away from work. It is desirable for many of these users to be able to synchronize the entries on one with entries on another. The U.S. patent and copending patent application of the assignee hereof, Puma Technology, Inc. of St. Jose, Calif. (U.S. Pat. No. 5,392,390 (hereinafter, “the '390 patent”); U.S. application, Ser. No. 08/371,194, filed on Jan. 11, 1995, incorporated by reference herein) show two methods for synchronizing incompatible databases and solving some of the problems arising from incompatibility of databases. [0007]
  • Synchronization of two incompatible databases often requires comparison of their records so that they can be matched up prior to synchronization. This may require transferring records in one database from one computer to another. However, if the data transfer link between the two computers is slow, as for example is the case with current infrared ports, telephone modem, or small handheld computers, such a transfer increases the required time for synchronization by many folds. [0008]
  • SUMMARY
  • In one aspect, the invention features a computer implemented method for synchronizing a first database located on a first computer and a second database located on a second computer. At the first computer, it is determined whether a record of the first database has been changed or added since a previous synchronization, using a first history file located on the first computer comprising records representative of records of the first database at the completion of the previous synchronization. If the record of the first database has not been changed or added since the previous synchronization, the first computer sends the second computer information which the second computer uses to identify the record of the first database to be unchanged. [0009]
  • The embodiments of this aspect of the invention may include one or more of the following features. [0010]
  • A second history file may be located on the second computer. The second history file contains records representative of records of the first database at the completion of the previous synchronization, where one of the representative records represents the record of the first database determined to be unchanged. Then, at the second computer, a synchronization of the second and first databases is performed using the one of the representative records. [0011]
  • The information sent from the first computer to the second computer can be used to locate the one of the representative records in the second history file. The second history file can store information in relation to the representative records and the one of the representative records in the second history file can be identified from that stored information. Additionally, the information sent from the first computer to the second computer can include information that matches the information stored in relation to the one of the representative records in the second history files. [0012]
  • The information sent to the second computer can include information identifying records other than the unchanged record. It can also include information identifying the changed record. It can also include information identifying the deleted records or added records. The information can also include a code based on at least a portion of the content of the record of the first database. The code may be a hash number. The information may be a code uniquely identifying the record of the first database. Such a code may be one assigned by the first database to the records. [0013]
  • In another aspect, the invention features a computer implemented method of identifying a record of a database. A record of the database is read. A code is assigned to the record of the database, the code being based on at least a portion of the content of the record of the first database. The code is then to identify the record at a later time. [0014]
  • The embodiments of this aspect of the invention may include one or more of the following features. [0015]
  • The code may be a hash number computed based on at least a portion of the content of a record of the first database. [0016]
  • The database is stored on a first computer and the code is transmitted to a second computer to identify the record to an application. [0017]
  • Advantages of the invention may include one or more of the following advantages. [0018]
  • When synchronization is performed using the invention, a data transfer link, specially a slow data transfer link, is used efficiently, since unchanged records that are typically the majority of the records in a database are not transferred between the two computers. Hence, when synchronizing two databases on two different computers, the time needed to synchronize the two databases is decreased [0019]
  • Also, when transmitting data from one computer to another, using a content based code, that requires less bandwidth for being transmitted and nonetheless identifies a record, results in a slow data transfer links being used more efficiently. [0020]
  • The invention may be implemented in hardware or software, or a combination of both. Preferably, the technique is implemented in computer programs executing on programmable computers that each include a processor, a storage medium readable by the processor (including volatile and non-volatile memory and/or storage elements), at least one input device, and at least one output device. Program code is applied to data entered using the input device to perform the functions described above and to generate output information. The output information is applied to one or more output devices. [0021]
  • Each program is preferably implemented in a high level procedural or object oriented programming language to communicate with a computer system. However, the programs can be implemented in assembly or machine language, if desired. In any case, the language may be a compiled or interpreted language. [0022]
  • Each such computer program is preferably stored on a storage medium or device (e.g., ROM or magnetic diskette) that is readable by a general or special purpose programmable computer for configuring and operating the computer when the storage medium or device is read by the computer to perform the procedures described in this document. The system may also be considered to be implemented as a computer-readable storage medium, configured with a computer program, where the storage medium so configured causes a computer to operate in a specific and predefined manner. [0023]
  • Other features and advantages of the invention will become apparent from the following description of various embodiments, including the drawings, and from the claims.[0024]
  • BRIEF DESCRIPTION OF THE DRAWING
  • FIG. 1 shows two computers connected via data transfer link. [0025]
  • FIG. 2 is a schematic drawing of the various modules constituting an embodiment. [0026]
  • FIG. 3 is a representation of the host workspace data array. [0027]
  • FIG. 4 is pseudocode for the Translation Engine Control Module. [0028]
  • FIG. 5 is pseudocode for a remote segment of a synchronization program when loading records from and unloading records to the remote database, when the database assigns unique IDs. [0029]
  • FIG. 6 is pseudocode for a host segment of a synchronization program when loading records from and unloading records to the remote database, when the database assigns unique IDs. [0030]
  • FIG. 7 is pseudocode for a remote segment of a synchronization program when loading records from and unloading records to the remote database, when the database does not assign unique IDs. [0031]
  • FIG. 8 is pseudocode for a host segment of a synchronization program when loading records from and unloading records to the remote database, when the database assigns unique Ids.[0032]
  • DESCRIPTION
  • Briefly, referring to FIGS. 1 and 2, a synchronization program , according to the embodiments described here, has a [0033] host segment 28 and a remote segment 26 which run on a host computer 20 and a remote computer 22, respectively. The two computer are connected together via a data transfer link 24 enabling them to transfer data between them. Data transfer link 24 may be a slow data transfer link such as a serial infrared links, serial cables, modems and telephone lines, or other such data transfer links. A host database 13 and a remote database 14, e.g. scheduling databases, are stored on remote computer 22 and host computer 20, respectively.
  • Generally, in some instances, both computers on which the two databases run are capable of running programs other than a database, as in the case of, for example, general purpose computers such as desktop and notebook computers, or handheld computers having sufficient memory and processing power. In such a case, the synchronization program may be distributed between the two computers so as to, for example, increase the efficiency of using of a slow data transfer link between the two machines. [0034]
  • Briefly, at [0035] remote computer 22, remote segment 26 of the synchronization program loads records of remote database 13. Remote segment 26 then determines which records of the remote database have been changed/added, deleted or left unchanged since a previous synchronization. If the remote database assigns unique identification codes (i.e. unique ID) to its records, remote segment 26 can further differentiate between records than have been added and those than have been changed since the previous synchronization. Remote segment 26 uses a remote history file 30 which stores data representing or reflecting the records of the database at the completion of the previous synchronization. This data may be a copy of remote database 13. It may also be hash numbers for each of the records of the remote database. If the remote database assigns unique IDs, the remote history file may contain those unique IDs together with the hash numbers of the records corresponding to the stored unique IDs.
  • [0036] Remote segment 26 sends those records of the remote database that have been changed or added to the host segment or the host computer. However, the remote segment does not send the unchanged or deleted records to the host computer. Instead, the remote segment sends a flag indicating the status of the record (e.g. unchanged or changed) and some data or information that uniquely identifies the record to the host segment. This data or information may be a hash number of all or selected fields in the record at the completion of the last synchronization. It may also be the unique ID assigned to the record by the remote database, if the database assigns one to its records.
  • [0037] Host segment 28 uses the received information or data that uniquely identifies the unchanged record to access a record in host history file 19 that corresponds to the received information or data. This record contains a copy of the data of the remote database record that the remote segment found to have been unchanged. Host segment 19 then uses this record to synchronize the databases by comparing it to the records of host database 14. After synchronization, the remote and host history files and the databases are updated. Since the unchanged records which typically constitute most of the records of a database are not transferred to the host computer, a data transfer link, specially a slow data transfer link, is used with increased efficiency.
  • We will describe two embodiments of a distributed synchronization program. We will first describe in general terms the overall structure of the distributed synchronization program in reference to FIGS. 2 and 3 which is common to both embodiments. We will then describe then the first and second embodiments performing a distributed synchronization in reference to FIGS. [0038] 4-8.
  • FIG. 2 shows the relationship between the various modules of an embodiment of a distributed synchronization program. Translation Engine [0039] 1 comprises a Control Module 2 that is responsible for controlling the synchronizing process by instructing various modules to perform specific tasks on the records of the two databases being synchronized. The Control Module 2 also provides data that affects the specific operation of the various components of the synchronization program, such as the name of the databases being synchronized and user preferences. FIG. 4 is the pseudocode of the steps taken by this module. The Synchronizer 15 has primary responsibility for carrying out the core synchronizing functions. It is a table-driven code which is capable of synchronizing various types of databases whose characteristics are provided by control module 2. The Synchronizer creates and uses a host workspace 16 (shown in detail in FIG. 3), which is a temporary data array used during the synchronization process.
  • A [0040] host translator 9 includes two modules: a reader module 10 which reads the data from the host database 14 and an unloader module 10 which analyzes and unloads records from the host workspace into the host database 14. Remote segment 26 also has similar modules for reading and unloading data from the remote database. The remote segment is designed specifically for interacting with remote database 13. The design of the remote segment is specifically based on the record and field structure of the remote database and remote database's Application Program Interface (API) requirements and limitations and other characteristics of the remote database. Similarly host translator 9 is designed specifically for the host database. The remote segment and host translator are not able to interact with any other databases or Applications. They are only aware of the characteristics of the databases for which they have been designed. In an alternate embodiment, the host translator and the remote segment can be designed as a table-driven code, where a general Translator is able to interact with a variety of databases based on the parameters supplied by, for example, the Control Module 2. It should be noted that the remote segment and host translator may be designed in various ways and still perform the tasks set out in this embodiment.
  • FIG. 4 is the pseudocode for the operation of [0041] Control Module 2 of the Translation Engine 1. We will use this pseudocode to generally describe distributed synchronization according to the invention. Control Module 2 first initializes itself and specifies the current user options to various modules (Step 401). In step 402, control module 2 instructs the Synchronizer to load host history file 19. Synchronizer 15 in response creates host workspace 16 data array and loads host history file 19 into host workspace 16. Host history file 19 is a file that was saved at the end of last synchronization and contains records representative of the records of the two databases at the end of the previous synchronization. Typically, the host history file contains a copy of the results of the previous synchronization of the synchronized records of the two databases. It should be noted that the content of the records of the history file may be limited only to those fields that are synchronized and the data may be translated and stored in a format different than that of the remote database or the host database. This data can be used to reconstruct the content of the records of the remote database as they were at the end of the previous synchronization. The host history file is generally used to determine changes to the databases since a previous synchronization and also to recreate records not sent from the remote segment, as will be described in detail below. If no history file from a previous synchronization exists or the user chooses to synchronize without using the history file, in step 402 the synchronizer does not load a history file. In that case, all the records from both databases will be loaded into the host workspace. We will describe the rest of the operation of the control module as if a history file exists and will be used.
  • Once the History File is loaded into the host workspace, [0042] Control Module 2 instructs host translator 13 to load the host database records (step 403). Host Reader module 11 of the host Translator reads the host database records and sends them to the Synchronizer for writing into the host workspace.
  • [0043] Control Module 2 then instructs remote segment to send the records of the remote database (step 404). Remote segment 26 reads the remote database records and sends them to Synchronizer 15 for writing into the host workspace. The actions taken by the synchronizer and the remote segment in response to step 404 will be described in detail in reference to FIGS. 5, 6, 7, and 8, below.
  • Records in the host workspace are stored according to either the host database or the remote database data structures. Therefore, as [0044] synchronizer 15 receives each record, the Synchronizer maps that record using the appropriate record map (i.e. either a remote database to host database record map or a host database to remote database record map) before writing the record into the next available spot in the host workspace. Mapping may be performed by other modules, e.g. the remote segment. The records may also be “translated”, i.e. cast into a format which synchronizer can use (a “translation” method is described in the '390 patent). For example, a date stored as “April 1, 97” may be translated into a format preferred by the synchronizer, e.g. “4-1-97”.
  • [0045] Control module 2 then instructs the Synchronizer to perform a Conflict Analysis and Resolution (“CAAR”) procedure on the records in the host workspace (step 405), which procedure is described in detail in the following applications of the assignee hereof, Puma Technology, Inc. of St. Jose, Calif., incorporated by reference in their entirety including any appendices: “Synchronization of Recurring Records in Incompatible Databases”, Ser. No. 08/752,490, filed on Nov. 13, 1996 (hereinafter, “'490 application”); “Synchronization of Databases with Record Sanitizing and Intelligent Comparison,” Ser. No. 08/749,926, filed Nov. 13, 1996 (hereinafter, “'926 application”); “Synchronization of Databases with Date Range,” Ser. No. 08/748,645, filed Nov. 13, 1996 (hereinafter, “'645 application”). Generally, synchronization is a process of analyzing records from the remote database and host database against the records of the history file to determine the changes, additions, and deletions in each of the two databases since the previous synchronization and what additions, deletions, or updates need be made to the databases to synchronize the records of the databases. Briefly, during CAAR, the synchronization engine (i.e. the Synchronizer) compares the records in the host workspace and determines what synchronizing actions should be taken. The synchronization engine processes the records, including comparing them to one another, in order to form them into groups of related records. Each of these groups may comprise at most one recurring or a group of related nonrecurring records from each of the databases and history file. After forming these groups from all records of the two databases, the Synchronizer determines what synchronization action should be taken. To do this, the Synchronizer compares them, determines their differences, and decides what synchronization action is appropriate or asks the user what action should be taken. The synchronizer then associates with that record, the specific “action” (e.g. add, update or delete) that must be taken with respect to that record in that record's database. During “CAAR”, the user may select not to synchronize a particular record with the other database. We will describe below in detail the steps performed by the synchronizer and the remote segment in response to the output of CAAR as the output relates to the remote database.
  • Once [0046] Synchronizer 15 finishes performing CAAR on the records, the records may be unloaded or written into their respective databases, including any additions, updates, or deletions. However, prior to doing so, the user is asked to confirm proceeding with unloading (steps 108-109). Up to this point, neither the databases nor the History File have been modified. The user may obtain through the Control Module's Graphical User Interface (GUI) various information regarding what will transpire upon unloading.
  • If the user chooses to proceed with synchronization and to unload, the records are then unloaded in order into the host database, the remote database and the History File. The Synchronizer in conjunction with the host translator and the remote segment perform the unloading for the databases. [0047] Synchronizer 15 creates a host history File and unloads the records into it. Control Module 2 first instructs the host translator to unload the records from host workspace into the host database. Following unloading of the host records, Control Module 2 instructs the synchronizer and the remote segment to unload the remote records from the host workspace (step 409). We will describe in detail below, in reference to FIGS. 5-8, the specific actions taken by Synchronizer 15 and remote segment 26 in order to unload data from the host workspace into the remote database and the update remote history file 28. Control Module 2 next instructs the Synchronizer to create a new History File (step 112). At this point Synchronization is complete.
  • Referring to FIGS. [0048] 5-8, we will now describe the actions taken by the remote segment in coordination with the Synchronizer in response to the instructions from control module 2 in step 404 to load records of the remote database and in step 409 to unload the records of the remote database from the host workspace. Specifically, we will describe two embodiments. In the case of the first embodiment, the remote database assigns unique identification codes (i.e. unique IDs) to each of its records as they are created. In the case of the second embodiment, the remote database does not assign unique IDs to its records. FIG. 5 is the pseudocode for the steps taken by the remote segment while FIG. 6 is the pseudocode for the steps taken by the Synchronizer in the case of the second embodiment. Similarly, FIG. 7 is the pseudocode for the steps taken by the remote segment while FIG. 8 is the pseudocode for the steps taken by the Synchronizer in the case of the first embodiment.
  • Briefly, the remote segment determines which records have been changed/added, deleted or left unchanged since a previous synchronization. The remote segment uses a history file located on the remote computer (“remote history file”) to determine which records may have been changed/added, deleted or left unchanged since a previous synchronization. The remote segment essentially can translate outputs of any database into outputs of a fast synchronization database which is a type of database that generally supplies information as to which of its records have been changed, added, deleted, or left unchanged. Fast synchronization databases and an example of a method of synchronizing them with other databases is described in detail in the '490, '926 & '645 applications. Therefore, for example, this method of distributed synchronization may also be implemented with any synchronization program that is able to synchronize such databases. [0049]
  • Generally, the remote segment sends the host segment, over the data transfer link, only the content of those records that have been changed or newly added. As for unchanged records, the history file contains all necessary information to recreate or synchronize those records, if needed. Therefore, it is not necessary to transfer those records to the host segment. Only some data or identification code that uniquely identifies the record to the Synchronizer need be transferred for such a record. Since the majority of records are typically unchanged records, not transferring them over the slow data transfer link improves the efficiency of the synchronization process. [0050]
  • After all necessary information has been transferred to the host segment, the Synchronizer synchronizes the databases. Following synchronization, the host segment transfers information necessary to update the remote database and the remote history file to the remote segment. The remote segment then updates its history file and the remote database. [0051]
  • Since both the host and remote segments rely heavily on history files to enable distributed synchronization, it is important that the host and remote segments use history files that correspond to one another, i.e. both contain records corresponding to a previous synchronization of the same two databases. In the described embodiment, the remote and host history files are named using a common naming convention. The name of a file is made up of six components: [0052]
  • 1) Name or ID of the host computer, which may be an assigned name such as an assigned GUID in the case of operating systems by Microsoft Corporation of Redmond, Wash., or UUID in the case of operating systems by Open Software Foundation; [0053]
  • 2) Name or ID of the host database application, e.g. trademark designations “Lotus Organizer” or “Microsoft Schedule+”; [0054]
  • 3) Name or ID of the host database file as stored on the long term storage (e.g. hard disk drive) of the host computer, e.g. “My Calendar”; [0055]
  • 4) Name or ID of the remote computer; [0056]
  • 5) Name or ID of the remote database application; and [0057]
  • 6) Name or ID of the remote database. [0058]
  • Therefore, the remote segment and the host segment ensure that the host history file have the same name. Moreover, each of the history files have the date and time stamp of the previous synchronization. The remote segment and synchronizer use this to ensure that the history files from the same previous synchronization of the two databases are used. [0059]
  • Having described in general terms the actions taken by the remote segment in coordination with the Synchronizer in response to the instructions from [0060] control module 2 in steps 404 and 409 (FIG. 4), we will now describe in detail a first embodiment of their operation for the case where the remote database assigns unique IDs to its records. We will do so in reference to FIGS. 5 and 6.
  • FIG. 5 is the pseudocode for steps taken by the remote segment in response to the instruction by control module in step [0061] 404 to load the remote database records into the host workspace (FIG. 4). The remote segment first initializes (i.e. creates) a remote workspace in the remote computer (step 501). The remote segment then compares the name of the host history file with the name of any remote history file in the remote computer. If the remote segment finds a remote history file that matches the host history file (i.e. a remote history file that matches the host history file) (step 502), then the remote segment examine the date and time stamp of the host and remote history files. If the date and time stamp in the remote history file matches the one in the host history file (step 503), then the remote segment determines that two history files correspond to one another. Hence, the remote segment loads the remote history file into the remote workspace.
  • In general, if matching history files do not exist on the remote and host computers, the remote segment transfers all remote database records to the host computer. Therefore, if the name of the host and remote history files match but the date and time stamps do not match (step [0062] 505), then the remote segment assumes that remote history file is not the correct remote history file to be used. The remote segment removes that history file (step 506) and transfers all remote database records to the host computer (step 507). If no remote history file matches the host history file (step 508), then the remote segment assumes an appropriate remote history file does not exist. The remote segment transfers all the records to the host computer (step 509). To transfer all the records in the above steps, the remote segment first loads and stores all records of the remote database in the remote workspace. The remote segment then transfers all records in the remote database to the host segment. If remote segment transfers all the records of the remote database to the host segment in either step 504 or 509, then the remote will go to step 528. It should be noted that the host segment will use the host history file, if one exists, to perform the synchronization.
  • If an appropriate remote history file exists—i.e. conditions of [0063] steps 501 and 504 are satisfied—the remote history file is loaded into the work space. It is then used to “filter” out information that need not be sent to the host segment since it already exists on the host segment. Generally, the history files on the remote and history files are used to store information representative of the remote database at the end of the previous synchronization. The records of the remote history file in the first embodiment contain the unique ID of the records and hash numbers of those records at the completion of a prior synchronization. In other embodiments, the remote history file may contain some or all of the field values of the records of the remote database.
  • Hashing may be described as converting any data, such as a string of characters, into a more compacted format, such as a number, meant to represent that string of characters. It may be considered to be a content-based encoding technique. The hashed values may be used as a surrogate for a hashed string of characters, for example, to compare strings. An example of a hashing algorithm is to calculate the following sum for every characters in a character string: [0064]
  • sum=character+(31*sum),
  • where character is the number stored in the memory to represent that character (e.g. an Ascii value). (It should be noted that there are many ways of hashing data.) At the end of the computation, sum contains the hash number for that string of characters. In the described embodiments, the hash number is a 32 bit number and therefore can have a value between 2[0065] 32 different values. Because the expected number of records is much less than this number, the probability of two different records having the same hash value is small. Therefore, hash numbers can be used to perform comparisons instead of comparing the non-hashed data or a preliminary check before comparing the data, with relatively low risk inaccurate comparison. We have also use hash numbers as a unique identification code, which will be described in the second embodiment.
  • The remote segment uses the remote history file to determine whether a record has been changed, deleted, or added since a previous synchronization. Therefore, for records that are unchanged, which typically constitute the majority of records in a database, the remote segment sends information that the host segment can use to identify the matching records in the host history file. That matching history file record contains the same data as necessary to use for synchronization as that on the remote database since the record is unchanged. Therefore, there is no need to send the whole record. In essence, the remote segment uses the remote history file to filter out information that is already contained in the host history file and sending only those records that have been changed or added. In some embodiments, the remote history file may contain all the field values of the records of the remote database. In those embodiments, the remote segment can determine not only which records have been changed but more specifically which field values have been changed. In that case, the remote segment can determine and then send only those field values that have been changed, further increasing the efficiency of using the slow data transfer link. [0066]
  • We will now describe this process in detail. In the described embodiment, for each record of the remote database (step [0067] 515), the remote segment loads the field values, including the unique ID, of the record into the remote workspace (step 512). As the records are loaded, they are translated (e.g. “translated” as described in the '390 patent) into a universal format for the remote workspace. The records will be translated back into the format of the remote database as they are written into the remote database. The remote segment also computes a hash number based on all or selected (e.g. the fields to be synchronized) field values (step 513). In the described embodiment, the hashing number is a 32 bit number. The fields on which the hash number is based on remain the same for all synchronizations relying on this remote history file. The host segment also performs a hash on the same fields. If the fields which are hashed changes, the hash number of unchanged records would not remain the same from one synchronization to the next.
  • If the unique ID matches one of the unique IDs of records in the remote history file (step [0068] 515), then the record was present during the previous synchronization. That record could either be a changed record or an unchanged record. If the computed hash number for the record matches the hash number of the record in the history file (step 516), then the remote segment assumes that the record has not been changed since the previous synchronization and therefore can be created by the host segment from the host history file. The remote segment will take no action (step 517). In other embodiments, the remote segment can send the unique ID and a flag indicating that the record is unchanged to the host segment.
  • If the computed hash number does not match that of the history file record (step [0069] 518), the remote segment assumes that the record has been changed since a previous synchronization. Therefore, the remote segment sends the host computer the field values including the unique ID and a “changed” flag (step 519). In some embodiments, only those field values that have been changed since the previous synchronization will be sent, as described above. The remote segment then creates a new entry for the changed record in the history file (step 520) and marks the record as unacknowledged (step 521), the purpose and function of which we will now briefly describe and is also described in the '490, '926 and '645 applications. 5 Generally, the remote segment does not change an entry in the remote history file, until it receives an instruction indicating that the host segment has synchronized and updated the host database with that record. This is done so that if for any reason (e.g. user does not want to update that record of the host database as described above) the host database is not synchronized with that record, the remote segment will not treat that record as unchanged during the next synchronization. The acknowledgement may take the form of an “acknowledgment” flag or an “action” instruction which instructs the remote segment to add, update, or delete that record of the remote database, as described above. Therefore, for each changed and deleted record, the remote segment creates a new entry and marks the entry as “unacknowledged” If an “acknowledgment” flag is received, the old history file record is deleted. If an “acknowledgement” flag is not received, the new workspace entry is deleted. The steps will be described further below.
  • If in step [0070] 515 the remote segment determines that the unique ID of the loaded record does not match any of the unique IDs stored in the records of the history file (step 521), the remote segment assumes that the record loaded from the remote database has been newly added. Therefore, the remote segment sends the host segment a copy of the field values of those fields of the record to be synchronized (which may be all or less than all the fields) together with an “added” flag (step 524). As in the case of a changed record, the remote segment creates a new remote workspace entry and enters the unique ID and hash value of the record (step 525). The new entry is marked as unacknowledged (step 526).
  • After all the records have been loaded (step [0071] 528), the remote database determines that unique IDs in the history file that have not been matched represent the deleted records (step 529). Therefore, the remote segment sends the host segment those unique IDS together with “delete” flags (step 530).
  • After the remote segment has finished providing data to the host segment, the host segment synchronizes the two databases based on the input from the remote segment. The remote segment waits until the host segment finishes synchronizing and instructs the remote segment in step [0072] 409 in FIG. 4 to begin unloading into the remote database (step 532).
  • The host segment synchronizes the two database similar in the way it synchronizes a so-called “fast synchronization” database (as defined in the '490, '926, and '645 applications) with another database. The operation of a synchronization program synchronizing a fast synchronization database with either a fast synchronization database or a regular database (i.e. non-fast synchronization) is described in detail in the '490, '926, and '645. We will now describe in detail how the information from the remote segment is used to synchronize the remote database with another database. [0073]
  • As described above, a remote segment sending remote database records to the Synchronizer provides field values of only those records which have been changed or added since the previous synchronization but not those records that are unchanged or deleted. Therefore, unlike a regular database Translator, the remote segment does not provide the Synchronizer with unchanged records. [0074]
  • In order to synchronize the remote database with the host database, the Synchronizer transforms information from the remote segment Into regarding unchanged records into equivalent regular database records. These transformed records are then used by the Synchronizer in the synchronization. Essentially, the synchronizer transforms and uses the information sent by the remote segment to identify a record in the history file that is a copy of the field values of the unchanged remote database record. In the described embodiment, the synchronizer also copies that history file record and flags as being the remote database record. [0075]
  • The described embodiment uses the host history file to perform this transformation. At the beginning of a first synchronization between the two databases, all records in the remote database are loaded into the host history file. As changes, additions, and deletions are made to the remote database, during each subsequent synchronization, the same changes, additions, and deletions are made to the host history file. Therefore, the host history file at the end of each synchronization will contain a copy of the relevant content of the remote database after synchronization. By relevant, we mean data in the fields that are synchronized. For example, it may be the case that the host history file contain data in fields that are not synchronized. Moreover, if the records of the remote are mapped or recast into another format (e.g. “translated” as described in the '390 patent) the records of the history file contain a copy of the records of the database, as mapped, translated, or both. The Synchronizer uses the mapped or translated records for synchronization. Therefore, it only needs the mapped or translated copy of the unchanged record. In other embodiments, the host history file may contains copies of all the records exactly as they are in the remote database or in some other format that is useful for the particular application. [0076]
  • Referring to FIG. 6, in the described embodiment, all records received by the host segment from the remote segment are flagged with one of Added, Changed, or Deleted flags. For all records received from the remote segment (step [0077] 601), the host synchronizer performs the following functions. If a received record is flagged as an added record (step 602), then the received record is added to the host workspace (step 603). Since the record is new, it is not associated or linked to any history file record. If a record is flagged as a “changed” record (step 604), then the Synchronizer uses the received unique ID to find the corresponding record in the history file (step 605) and links the received remote record to that history file record (step 606). If the received record is flagged as a “deleted” record (step 607), then the Synchronizer uses the received unique ID to find the corresponding record in the history file (step 608)and marks the history file record as deleted (step 609).
  • After all the received records are analyzed (step [0078] 611), if any host history file records containing remote database unique IDs are left that were not matched against the received records, the synchronizer assumes that those records represent the remote database records that are unchanged. For all those records (step 612), the synchronizer clones the host history file record (i.e. create a workspace entry and copy all the host history file record in to that entry) and treats it as a record received from the remote database. At this point the host segment proceeds with synchronization since the records of the remote database have now been loaded. In essence, referring back to FIG. 4, this is the end of step 404.
  • As previously described, after the synchronizer has performed CAAR, the user must confirm to proceed with updating the remote database (step [0079] 406 in FIG. 4). If the user decides to terminate the synchronization, changes are not made to the host history file or the databases. In the case of the remote database, as described in reference to FIG. 5, the remote segment is waiting for the synchronizer to finish synchronizing. If the user aborts synchronization (step 533), the remote segment discards the remote workspace (step 534), saves the original history file without any changes (step 535), and terminates the process at the remote computer.
  • If the user confirms to proceed with updating the database (step [0080] 406 in FIG. 4), control module 2 instructs the synchronizer and the remote segment to proceed with unloading the records from the workspace into the remote database. As stated, at this point, the remote segment is waiting for the synchronizer to finish synchronizing (step 532 in FIG. 5). During the synchronization, the synchronizer has determined what “actions” with respect to which record in which database should be taken (update, delete, or add) to complete synchronization. If changes or additions are made to the host database in the case of particular record but no action need be taken with respect to that record in the remote database, the synchronizer determines that an “acknowledgement” should be sent to the remote segment. The synchronizer sends all the actions concerning the remote database together with the associated record to the remote (step 616). The synchronizer then sends the unique ID of those records that require “acknowledgements” to be sent to the remote together with an appropriate flag (step 617).
  • Referring again to FIG. 5, for each action item or acknowledgement received at the remote segment (step [0081] 538), the following steps are performed. If the received data indicates an “acknowledgement” or “action” with respect to a record that was added or changed since the previous synchronization, the remote segment marks the new workspace entry that was created in either step 520 or step 525 as acknowledged (step 540). The remote segment also discards or removes any other entry in the workspace that contains the unique ID of this record, which is typically the entry that was loaded from the remote history file. Therefore, as previously described, this entry as opposed to the old remote history file entry associated with this record will be written into the history file at the end of the process at the remote segment. This in essence updates the history file, as will be described below.
  • If the received data indicates an action item that tells the remote segment to update, change, or add a remote database record (step [0082] 543), the remote segment performs that action with respect to the remote database. The remote segment also performs the same steps as steps 540 and 541 (step 544 and 545). If a new record was added to the database (step 546), it will be assigned a new unique ID. The remote segment sends that unique ID to the host segment (step 547). The host segment includes that unique ID in the host work space in association with that record step 618 in FIG. 6).
  • After all the records have been received, the remote segment discards all unacknowledged entries from the workspace. Therefore, in the case of those added or changed records with which the user decided not to update the host database, the remote history file remains unchanged. The remote history file is then updated from the remote workspace. At this point the control module continues with step [0083] 410 in FIG. 4, i.e. creating the history file to end the synchronization of the two databases.
  • In the first embodiment, which we described above, the remote database assigns unique IDs to its records. We will now describe a second embodiment for the case where the remote database does not assign unique IDs to its records. In such a case, the remote segment provides some information less than all the fields of the records to uniquely identify an unchanged record to the host segment. This information may be a hash value. The host segment uses this information to find and then use the host history file copy of the unchanged remote database record to synchronize the two databases. [0084]
  • To identify a record from the previous synchronization or an unchanged record, the remote segment can use a content based code, that is a code whose value depends on the content of all or a selected number of the fields of a record. In the second embodiment, the remote segment uses hash numbers. Since in the case of an unchanged record, its content has remained the same, its hash number remains the same. The hash number acts as a unique identifier and therefore enables the remote and host segments to identify the unchanged record by its hash code. The hash code can be used to identify a record that is stored in the host history file, since its content remains the same from the end of one synchronization to the time it is updated. It may also be transmitted to identify an unchanged record or an unchanged version of a changed record. A host history file record can in effect be identified using the hash code of that record. [0085]
  • We will describe the operation of this embodiment in reference to FIGS. 7 and 8. Steps [0086] 701 -711 are the same as steps 501-511 in FIG. 5, described above in reference to the first embodiment. These steps are generally concerned with finding the correct remote history file.
  • After determining that there is a suitable remote history file, for each record of the remote database (step [0087] 712), the following functions are performed. The remote segment loads and translates a record of the remote database into the remote workspace (step 713) and a hash number is calculated for that record (step 714). If the hash number of the remote record matches one or more hash numbers in the remote history file (step 715), then the remote segment assumes that the record has not been changed since a previous synchronization.
  • It is possible that the hash number may be repeated more than once, e.g. because of duplicate records or records that appear as duplicates because some of their fields are not synchronized. Therefore, the remote segment sends additional information that can be used to identify which of the multiple identical hash numbers a particular record relates to. This is done because during updating the remote history file record at the end of synchronization, the same number of identical hash numbers as matching remote database records are updated. In the second embodiment, this additional information is the index number associated with each entry of the remote workspace. Therefore, when the hash number of the remote record matches one or more hash numbers in the remote history file (step [0088] 715), the remote segment sends the hash number, a flag indicating that the record is unchanged, and the index number of that hash number to the host segment (step 716). Obviously if the index number was previously sent, the next index number for the identical hash is sent.
  • If the hash number does not match one or more hash numbers in the history file (step [0089] 717), the remote segment treats that record as having been newly added. Therefore, the remote segment sends the host segment a copy of the field values of the record, the remote workspace index number, and an “added” flag (step 720). The remote workspace index number makes it easier to perform future search of the remote workspace when data with respect to this record is received. As in the case of changed and added record in the first embodiment, the remote segment also creates a new remote workspace entry and enters hash number value of the record (step 718). The new entry is marked as “unacknowledged” (step 719). It should be noted that although the remote segment treats the record as a new record, the remote segment can not distinguish between an added and a changed record. Therefore, the synchronizer during synchronization does not treat it as a new record. Instead, the synchronizer compares the record to determine whether it matches with any of host history file record which would mean it is a changed record.
  • After reading all the remote database records and processing them (step [0090] 722), the remote segment removes from the remote workspace all entries that have hash numbers that are unmatched (step 723). These entries represent records that have either been changed or deleted since the previous synchronization.
  • After the remote segment has finished providing data to the host segment, the host segment synchronizes the two databases based on the input from the remote segment. The remote segment waits until the host segment finishes synchronizing and instructs the remote segment in step [0091] 409 in FIG. 4 to begin unloading into the remote database (step 724).
  • Referring to FIG. 8, as in the case of the first embodiment, the synchronizer on the host computer uses the information to identify those records in the host history file that correspond to the unchanged remote database records. For every record received from the remote segment that is flagged as added (step [0092] 801), the synchronizer adds the record to the host workspace (step 802) and during CAAR compares the record to the history file to determine whether the record is a changed or added record. For every record received from the remote segment that is flagged as “unchanged” (step 804), in the same manner as the first embodiment, the synchronizer finds the corresponding host history file record by finding a record that has the same hash number as that sent by the remote synchronizer (step 805). The synchronizer then clones the record (step 806), as previously described, and treats as if it is a record received from the remote database. At the end of this process, when all the records of the remote database are loaded into the host workspace, the control module proceeds to step 405 in FIG. 4 to begin CAAR. CAAR will then analyze the records in the host workspace to determine which remote records were added, which were changed, and which were deleted since the previous synchronization.
  • After CAAR, if the user confirms to proceed with updating the database, [0093] control module 2 instructs the synchronizer and the remote segment to proceed with unloading the records from the workspace into the remote database (step 409 in FIG. 4). As stated, at this point, the remote segment is waiting for the synchronizer to finish synchronizing (step 724 in FIG. 7). During performing CAAR, the synchronizer has determined what actions should be taken (update, delete, or add) to each database. If changes or additions are made to the host database in the case of a particular record but no action need be taken with respect to that record in the remote database, the synchronizer determines that at least an “acknowledgement” is to be sent to the remote segment. The synchronizer sends all the actions concerning the remote database together with the associated record and remote workspace index to the remote (step 809). The synchronizer then sends the remote workspace index of those records that require acknowledgements to be sent to the remote together with an appropriate flag (step 810). Therefore, the remote workspace index is used to identify which records in the remote workspace should be “acknowledged”.
  • Referring back to FIG. 7, steps [0094] 725-729 are the same as steps 533-537, which were described in reference to the first embodiment. For each action item or acknowledgement received at the remote segment (step 730), the following steps are performed. If the data received indicates an “acknowledgement” or “action” with respect to a record that was sent to the host segment flagged as “added” (step 731), the remote segment marks the new workspace entry that was created in either step 718 as acknowledged (step 732). It should be noted that the remote workspace index number is used to locate the remote workspace entry. Therefore, as previously described, this entry will be written into the history file at the end of the process at the remote segment.
  • If the received data indicates an action item that tells the remote segment to update, change, or add a remote database record (step [0095] 733), the remote segment performs that action with respect to the remote database. The remote segment also updates the remote workspace and marks the entry as “acknowledge” (step 735).
  • After all the records have been received, the remote segment discards all unacknowledged entries from the workspace, which were newly created entries which were not acknowledged. Therefore, in case of those added or changed records with the user decided not to update the host database with, the remote history file remains unchanged. The remote history file is then updated from the workspace. At this point the control module continues with step [0096] 410 in FIG. 4, i.e. creating the history file to end the synchronization of the two databases.
  • Although we have described embodiments in which the host segment transforms the input from the remote segment, it should be noted that other embodiments of the host segment may not transform the input from the remote segment since they are designed to use inputs that informs them of which records have been changed, added and deleted or have been left unchanged. Other embodiments in which the host segment requires different types of input, the input from the remote segment are transformed as required. The various embodiments of the host segment may or may not use a history file. [0097]
  • Other embodiments are within the following claims.[0098]

Claims (34)

What is claimed is:
1. A computer implemented method for synchronizing a first database located on a first computer and a second database located on a second computer, the method comprising:
determining, at the first computer, whether a record of the first database has been changed or added since a previous synchronization, using a first history file located on the first computer comprising records representative of records of the first database at the completion of the previous synchronization;
if the record of the first database has not been changed or added since the previous synchronization, sending from the first computer to the second computer information which the second computer uses to identify the record of the first database to be unchanged.
2. The computer implemented method of claim 1 wherein a second history file located on the second computer contains records representative of records of the first database at the completion of the previous synchronization, wherein one of the representative records represents the record of the first database determined to be unchanged, and the method further comprises performing a synchronization, at the second computer, of the second and first databases using the one of the representative records.
3. The computer implemented method of claim 2 wherein the information sent from the first computer to the second computer is used to locate the one of the representative records in the second history file.
4. The computer implemented method of claim 3 wherein the second history file stores information in relation to the representative records and wherein the one of the representative records in the second history file can be identified from the stored information.
5. The computer implemented method of claim 4 wherein the information sent from the first computer to the second computer comprises information that matches the information stored in relation to the one of the representative records in the second history files.
6. The computer implemented method of claim 1 wherein the information comprises information identifying records other than the unchanged record.
7. The computer implemented method of claim 1 wherein the information comprises information identifying the unchanged record.
8. The computer implemented method of claim 1 wherein the information comprises information identifying the deleted records.
9. The computer implemented method of claim 1 wherein the information comprise information identifying the added records.
10. The computer implemented method of claim 1 wherein the information comprises a code, the code being based on at least a portion of the content of the record of the first database.
11. The computer implemented method of claim 10 wherein the code comprises a hash number computed based on at least a portion of the content of the record of the first database.
12. The computer implemented method of claim 10 wherein the information further comprises a first plurality of records of the first database identified as “changed or added”, the method further comprises using said information to indentify a plurality of the first database as “deleted or changed” since the previous synchronization.
13. The computer implemented method of claim 1 wherein the information comprises a code uniquely identifying the records of the first database.
14. The computer implemented method of claim 13 wherein the unique identification code is assigned by the first database to the records of the first database.
15. The computer implemented method of claim 14 wherein the information further comprising a first plurality of the records of the first database identified as “changed”, a second plurality of the records of the first database identified as added, and information identifying a third plurality of records of the first database as “deleted”.
16. A computer implemented method of identifying a record of a database stored on a first computer to a second computer comprising:
reading a record of the database;
assigning a code to the record of the database, the code being based on at least a portion of the content of the record of the first database;
transmitting the code to the second computer to identify the record to the second computer.
17. The computer implemented method of claim 16 wherein the code comprises a hash number computed based on at least a portion of the content of the record of the first database.
18. A computer program, resident on a computer readable medium for synchronizing a first database located on a first computer and a second database located on a second computer, comprising instructions for:
determining, at the first computer, whether a record of the first database has been changed or added since a previous synchronization, using a first history file located on the first computer comprising records representative of records of the first database at the completion of the previous synchronization;
if the record of the first database has not been changed or added since the previous synchronization, sending from the first computer to the second computer Information which the second computer uses to identify the record of the first database to be unchanged.
19. The computer program of claim 18 wherein a second history file located on the second computer contains records representative of records of the first database at the completion of the previous synchronization, wherein one of the representative records represents the record of the first database determined to be unchanged, and the program further comprising instructions for performing a synchronization, at the second computer, of the second and first databases using the one of the representative records.
20. The computer program of claim 19 wherein the information sent from the first computer to the second computer is used to locate the one of the representative records in the second history file.
21. The computer program of claim 20 wherein the second history file stores information in relation to the representative records and wherein the one of the representative records in the second history file can be identified from the stored information.
22. The computer program of claim 21 wherein the information sent from the first computer to the second computer comprises information that matches the information stored in relation to the one of the representative records in the second history files.
23. The computer program of claim 18 wherein the information comprises information identifying records other than the unchanged record.
24. The computer program of claim 18 wherein the information comprises information identifying the unchanged records.
25. The computer program of claim 18 wherein the information comprises information identifying the deleted records.
26. The computer program of claim 18 wherein the information comprise information identifying the added records.
27. The computer program of claim 18 wherein the information comprises a code, the code being based on at least a portion of the content of the record of the first database.
28. The computer program of claim 27 wherein the code comprises a hash number computed based on at least a portion of the content of the record of the first database.
29. The computer program of claim 27 wherein the information further comprises a first plurality of records of the first database identified as “changed or added”, the program further comprising instructions for using said information to indentify a plurality of the first database as “deleted or changed” since a previous synchronization.
30. The computer program of claim 18 wherein the information comprises a code uniquely identifying the record of the first database.
31. The computer program of claim 30 wherein the unique identification code is assigned by the first database to the record of the first database.
32. The computer program of claim 30 wherein the information further comprises a first plurality of the records of the first database identified as “changed”, a second plurality of the records of the first database identified as added, and information identifying a third plurality of records of the first database as “deleted”.
33. A computer program, resident on a computer readable medium, for identifying a record of a database stored on a first computer to a second computer comprising instructions for:
reading a record of the database;
assigning a code to the record of the database, the code being based on at least a portion of the content of the record of the first database;
transmitting the code to the second computer to identify the record to the second computer.
34. The computer program of claim 33 wherein the code comprises a hash number computed based on at least a portion of the content of the record of the first database.
US09/840,403 1997-09-11 2001-04-23 Distributed synchronization of databases Abandoned US20020049764A1 (en)

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Cited By (45)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20030028577A1 (en) * 2001-04-30 2003-02-06 Chia-Chu Dorland HTTP distributed XML-based automated event polling for network and E-service management
US20030200480A1 (en) * 2002-04-19 2003-10-23 Computer Associates Think, Inc. Method and system for disaster recovery
US20040186842A1 (en) * 2003-03-18 2004-09-23 Darren Wesemann Systems and methods for providing access to data stored in different types of data repositories
US20050138216A1 (en) * 2003-07-30 2005-06-23 American Express Travel Related Services Company, Inc. System and method for remote collection of data
US20050251643A1 (en) * 2002-11-08 2005-11-10 Infineon Technologies Ag Memory arrangement
WO2006007498A1 (en) * 2004-07-01 2006-01-19 Apple Computer, Inc. State based synchronization
US20060031529A1 (en) * 2004-06-03 2006-02-09 Keith Robert O Jr Virtual application manager
US20060047716A1 (en) * 2004-06-03 2006-03-02 Keith Robert O Jr Transaction based virtual file system optimized for high-latency network connections
US20060047946A1 (en) * 2004-07-09 2006-03-02 Keith Robert O Jr Distributed operating system management
US7039656B1 (en) * 1999-10-20 2006-05-02 Yodlee.Com, Inc. Method and apparatus for synchronizing data records between a remote device and a data server over a data-packet-network
US20060095447A1 (en) * 2004-02-19 2006-05-04 Microsoft Corporation Offline multi-table data editing and storage
US20060161533A1 (en) * 2004-02-19 2006-07-20 Microsoft Corporation Data source task pane
EP1708096A1 (en) * 2005-03-31 2006-10-04 Ubs Ag Computer Network System and Method for the Synchronisation of a Second Database with a First Database
US20060224544A1 (en) * 2005-03-04 2006-10-05 Keith Robert O Jr Pre-install compliance system
US20070083287A1 (en) * 1998-03-19 2007-04-12 Defosse Erin M System, Method And Apparatus For Vending Machine Wireless Audit And Cashless Transaction Transport
US20070198657A1 (en) * 2006-01-31 2007-08-23 Microsoft Corporation Redirection to local copies of server-based files
US20070233633A1 (en) * 2005-03-04 2007-10-04 Keith Robert O Jr Computer hardware and software diagnostic and report system
US20070276936A1 (en) * 2004-11-08 2007-11-29 Lucian Hirsch Method and Devices for Matching Data Between a Manager and a Agent in a Management Network
US20070274315A1 (en) * 2006-05-24 2007-11-29 Keith Robert O System for and method of securing a network utilizing credentials
US20080034009A1 (en) * 2006-08-04 2008-02-07 Apple Computer, Inc. Method and system for using global equivalency sets to identify data during peer-to-peer synchronization
US20080077622A1 (en) * 2006-09-22 2008-03-27 Keith Robert O Method of and apparatus for managing data utilizing configurable policies and schedules
US20080077630A1 (en) * 2006-09-22 2008-03-27 Keith Robert O Accelerated data transfer using common prior data segments
US20080127294A1 (en) * 2006-09-22 2008-05-29 Keith Robert O Secure virtual private network
US20080168183A1 (en) * 2007-01-08 2008-07-10 Apple Computer, Inc. N-way synchronization of data
US20080165807A1 (en) * 2007-01-05 2008-07-10 Apple Computer, Inc. Wide Area Peer-to-Peer Synching in a Decentralized Environment
US7512584B2 (en) 2005-03-04 2009-03-31 Maxsp Corporation Computer hardware and software diagnostic and report system
US7523146B2 (en) 2005-06-21 2009-04-21 Apple Inc. Apparatus and method for peer-to-peer N-way synchronization in a decentralized environment
US20090125483A1 (en) * 2007-11-12 2009-05-14 Samsung Electronics Co., Ltd. File transmission system and file management method thereof
US20090287750A1 (en) * 2002-03-29 2009-11-19 International Business Machines Corporation Method and Apparatus for Content Pre-Fetching and Preparation
US7716168B2 (en) 2005-06-29 2010-05-11 Microsoft Corporation Modifying table definitions within a database application
US7844686B1 (en) 2006-12-21 2010-11-30 Maxsp Corporation Warm standby appliance
US8135755B2 (en) 2005-06-29 2012-03-13 Microsoft Corporation Templates in a schema editor
US8175418B1 (en) 2007-10-26 2012-05-08 Maxsp Corporation Method of and system for enhanced data storage
US8307239B1 (en) 2007-10-26 2012-11-06 Maxsp Corporation Disaster recovery appliance
US8423821B1 (en) 2006-12-21 2013-04-16 Maxsp Corporation Virtual recovery server
US20130138609A1 (en) * 2004-02-04 2013-05-30 Microsoft Corporation Cross-polination synchronization of data
US8495015B2 (en) 2005-06-21 2013-07-23 Apple Inc. Peer-to-peer syncing in a decentralized environment
US20130290257A1 (en) * 2008-07-22 2013-10-31 International Business Machines Corporation Embedded change logging for data synchronization
US8589323B2 (en) 2005-03-04 2013-11-19 Maxsp Corporation Computer hardware and software diagnostic and report system incorporating an expert system and agents
US8645515B2 (en) 2007-10-26 2014-02-04 Maxsp Corporation Environment manager
US8898319B2 (en) 2006-05-24 2014-11-25 Maxsp Corporation Applications and services as a bundle
US9357031B2 (en) 2004-06-03 2016-05-31 Microsoft Technology Licensing, Llc Applications as a service
US9824130B1 (en) * 2013-12-13 2017-11-21 Open Text Corporation Optimizing synchronization of enterprise content management systems
US10507478B2 (en) 2016-03-30 2019-12-17 The Patent Well LLC Clear sprayable sealant for aircraft parts and assemblies
US11625373B2 (en) * 2020-04-30 2023-04-11 International Business Machines Corporation Determining additions, deletions and updates to database tables

Families Citing this family (227)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6185611B1 (en) * 1998-03-20 2001-02-06 Sun Microsystem, Inc. Dynamic lookup service in a distributed system
US6598094B1 (en) 1998-03-20 2003-07-22 Sun Microsystems, Inc. Method and apparatus for determining status of remote objects in a distributed system
US6487607B1 (en) 1998-02-26 2002-11-26 Sun Microsystems, Inc. Methods and apparatus for remote method invocation
US6832223B1 (en) 1996-04-23 2004-12-14 Sun Microsystems, Inc. Method and system for facilitating access to a lookup service
US6938263B2 (en) 1996-04-23 2005-08-30 Sun Microsystems, Inc. System and method for facilitating dynamic loading of “stub” information to enable a program operating in one address space to invoke processing of a remote method or procedure in another address space
US6393497B1 (en) * 1998-03-20 2002-05-21 Sun Microsystems, Inc. Downloadable smart proxies for performing processing associated with a remote procedure call in a distributed system
US6446070B1 (en) * 1998-02-26 2002-09-03 Sun Microsystems, Inc. Method and apparatus for dynamic distributed computing over a network
US6182083B1 (en) 1997-11-17 2001-01-30 Sun Microsystems, Inc. Method and system for multi-entry and multi-template matching in a database
US6421704B1 (en) 1998-03-20 2002-07-16 Sun Microsystems, Inc. Method, apparatus, and product for leasing of group membership in a distributed system
US6560656B1 (en) 1998-02-26 2003-05-06 Sun Microsystems, Inc. Apparatus and method for providing downloadable code for use in communicating with a device in a distributed system
US5832529A (en) 1996-10-11 1998-11-03 Sun Microsystems, Inc. Methods, apparatus, and product for distributed garbage collection
US6237009B1 (en) 1996-10-11 2001-05-22 Sun Microsystems, Inc. Lease renewal service
US6728737B2 (en) 1996-10-11 2004-04-27 Sun Microsystems, Inc. Method and system for leasing storage
US6141664A (en) * 1996-11-13 2000-10-31 Puma Technology, Inc. Synchronization of databases with date range
US7013315B1 (en) * 1996-11-13 2006-03-14 Intellisync Corporation Synchronization of databases with record sanitizing and intelligent comparison
US6212529B1 (en) 1996-11-13 2001-04-03 Puma Technology, Inc. Synchronization of databases using filters
US6405218B1 (en) 1996-11-13 2002-06-11 Pumatech, Inc. Synchronizing databases
US6633924B1 (en) * 1997-10-02 2003-10-14 Charles Wu Object synchronization between objects stores on different computers
US6442570B1 (en) * 1997-10-27 2002-08-27 Microsoft Corporation Object identification and data communication during an object synchronization process
FR2773241B1 (en) * 1997-12-30 2001-09-07 Bull Sa METHOD FOR ASSISTING THE ADMINISTRATION OF A DISTRIBUTED APPLICATION BASED ON A BINARY CONFIGURATION FILE IN A COMPUTER SYSTEM
JP2002505473A (en) * 1998-02-26 2002-02-19 サンマイクロシステムズ インコーポレーテッド Method and system for identifying remote methods with deterministic hash
US6604127B2 (en) 1998-03-20 2003-08-05 Brian T. Murphy Dynamic lookup service in distributed system
CN1298503A (en) * 1998-02-26 2001-06-06 太阳微系统公司 Dynamic lookup service in a distributed system
EP1073957B1 (en) * 1998-03-23 2003-05-21 Microsoft Corporation Application program interfaces in an operating system
US6925477B1 (en) * 1998-03-31 2005-08-02 Intellisync Corporation Transferring records between two databases
US6493725B1 (en) * 1998-05-18 2002-12-10 Sharp Kabushiki Kaisha Database managing system
US7581006B1 (en) 1998-05-29 2009-08-25 Yahoo! Inc. Web service
US7035943B2 (en) * 1998-05-29 2006-04-25 Yahoo! Inc. Web server content replication
US6721740B1 (en) * 1998-05-29 2004-04-13 Sun Microsystems, Inc. Method and apparatus of performing active update notification
US7143193B1 (en) * 1998-05-29 2006-11-28 Yahoo! Inc. Content collection
US6976093B2 (en) * 1998-05-29 2005-12-13 Yahoo! Inc. Web server content replication
US6477543B1 (en) * 1998-10-23 2002-11-05 International Business Machines Corporation Method, apparatus and program storage device for a client and adaptive synchronization and transformation server
JP3792419B2 (en) * 1998-11-27 2006-07-05 株式会社日立製作所 Directory data conversion method, storage medium storing directory data conversion program, and directory conversion server
US6470358B1 (en) * 1999-01-22 2002-10-22 Siemens Information And Communication Networks, Inc. Remote synchronization with intelligent power management
US6463427B1 (en) * 1999-03-16 2002-10-08 Microsoft Corporation Use of object signature property as a search parameter during synchronization of objects on a computer
US6901413B1 (en) 1999-03-19 2005-05-31 Microsoft Corporation Removing duplicate objects from an object store
US10067995B2 (en) * 1999-04-28 2018-09-04 Alean Kirnak Database networks including advanced replication schemes
US6430576B1 (en) * 1999-05-10 2002-08-06 Patrick Gates Distributing and synchronizing objects
US6401104B1 (en) * 1999-07-03 2002-06-04 Starfish Software, Inc. System and methods for synchronizing datasets using cooperation among multiple synchronization engines
US9066113B1 (en) 1999-10-19 2015-06-23 International Business Machines Corporation Method for ensuring reliable playout in a DMD system
US7013313B1 (en) 1999-11-24 2006-03-14 Pumatech, Inc. System and methods for inheriting information into a dataset
US6804667B1 (en) * 1999-11-30 2004-10-12 Ncr Corporation Filter for checking for duplicate entries in database
US7275046B1 (en) 1999-12-30 2007-09-25 Dst Systems Inc. Simultaneous real-time access to financial information
US8156074B1 (en) 2000-01-26 2012-04-10 Synchronoss Technologies, Inc. Data transfer and synchronization system
US8611873B2 (en) * 2004-05-12 2013-12-17 Synchronoss Technologies, Inc. Advanced contact identification system
US8620286B2 (en) * 2004-02-27 2013-12-31 Synchronoss Technologies, Inc. Method and system for promoting and transferring licensed content and applications
US7035878B1 (en) 2000-01-25 2006-04-25 Fusionone, Inc. Base rolling engine for data transfer and synchronization system
US6694336B1 (en) 2000-01-25 2004-02-17 Fusionone, Inc. Data transfer and synchronization system
US7505762B2 (en) 2004-02-27 2009-03-17 Fusionone, Inc. Wireless telephone data backup system
US6671757B1 (en) 2000-01-26 2003-12-30 Fusionone, Inc. Data transfer and synchronization system
US6493727B1 (en) * 2000-02-07 2002-12-10 Hewlett-Packard Company System and method for synchronizing database in a primary device and a secondary device that are derived from a common database
US6944651B2 (en) * 2000-05-19 2005-09-13 Fusionone, Inc. Single click synchronization of data from a public information store to a private information store
US6785868B1 (en) * 2000-05-31 2004-08-31 Palm Source, Inc. Method and apparatus for managing calendar information from a shared database and managing calendar information from multiple users
US6947963B1 (en) * 2000-06-28 2005-09-20 Pluris, Inc Methods and apparatus for synchronizing and propagating distributed routing databases
US8073954B1 (en) 2000-07-19 2011-12-06 Synchronoss Technologies, Inc. Method and apparatus for a secure remote access system
US7895334B1 (en) 2000-07-19 2011-02-22 Fusionone, Inc. Remote access communication architecture apparatus and method
US7319982B1 (en) * 2000-08-08 2008-01-15 Pitney Bowes Inc. Method for collecting sales and/or use taxes on sales that are made via the internet and/or catalog
US6529917B1 (en) 2000-08-14 2003-03-04 Divine Technology Ventures System and method of synchronizing replicated data
US6925476B1 (en) 2000-08-17 2005-08-02 Fusionone, Inc. Updating application data including adding first change log to aggreagate change log comprising summary of changes
US20020083124A1 (en) * 2000-10-04 2002-06-27 Knox Christopher R. Systems and methods for supporting the delivery of streamed content
US7716374B2 (en) * 2000-10-16 2010-05-11 Telecommunication Systems, Inc. Run-time engine implemented on a computing device allowing synchronization of records during application execution
US20020055939A1 (en) * 2000-11-06 2002-05-09 Joseph Nardone System for a configurable open database connectivity conduit
US20020056075A1 (en) * 2000-11-06 2002-05-09 Andrew Hamilton System for a run-time engine capable for pager capable remote device
US7113963B1 (en) * 2000-11-10 2006-09-26 Palmsource, Inc. Optimized database technique to enable faster data synchronization
US7587446B1 (en) 2000-11-10 2009-09-08 Fusionone, Inc. Acquisition and synchronization of digital media to a personal information space
US7111283B2 (en) * 2000-11-29 2006-09-19 Microsoft Corporation Program history in a computer programming language
US7818435B1 (en) 2000-12-14 2010-10-19 Fusionone, Inc. Reverse proxy mechanism for retrieving electronic content associated with a local network
US7296275B2 (en) * 2001-01-04 2007-11-13 Sun Microsystems, Inc. Method and system for passing objects in a distributed system using serialization contexts
US7260785B2 (en) 2001-01-29 2007-08-21 International Business Machines Corporation Method and system for object retransmission without a continuous network connection in a digital media distribution system
US7689598B2 (en) * 2001-02-15 2010-03-30 International Business Machines Corporation Method and system for file system synchronization between a central site and a plurality of remote sites
US7024428B1 (en) 2001-02-23 2006-04-04 Openwave Systems Inc. Reliable data synchronization over unreliable networks
US6892205B1 (en) * 2001-02-28 2005-05-10 Oracle International Corporation System and method for pre-compiling a source cursor into a target library cache
US8341116B2 (en) * 2001-03-20 2012-12-25 Verizon Business Global Llc Systems and methods for updating an LDAP
US8615566B1 (en) 2001-03-23 2013-12-24 Synchronoss Technologies, Inc. Apparatus and method for operational support of remote network systems
US7359920B1 (en) 2001-04-18 2008-04-15 Intellisync Corporation Communication protocol for synchronization of personal information management databases
US7680681B2 (en) * 2001-05-31 2010-03-16 Eagency, Inc. Shared insurance industry system for non-disruptive enhancement and substitution of insurance transaction processing
US7162543B2 (en) 2001-06-06 2007-01-09 Sap Ag Process for synchronizing data between remotely located devices and a central computer system
US7398247B2 (en) * 2001-08-23 2008-07-08 Pitney Bowes Inc. Secure tax meter and certified service provider center for collecting sales and/or use taxes on sales that are made via the internet and/or catalog
US6658260B2 (en) 2001-09-05 2003-12-02 Telecommunication Systems, Inc. Inter-carrier short messaging service providing phone number only experience
US7756969B1 (en) 2001-09-07 2010-07-13 Oracle America, Inc. Dynamic provisioning of identification services in a distributed system
US7660887B2 (en) 2001-09-07 2010-02-09 Sun Microsystems, Inc. Systems and methods for providing dynamic quality of service for a distributed system
US20030051029A1 (en) * 2001-09-07 2003-03-13 Reedy Dennis G. Dynamic provisioning of sevice components in a distributed system
US7761535B2 (en) * 2001-09-28 2010-07-20 Siebel Systems, Inc. Method and system for server synchronization with a computing device
US6889333B2 (en) * 2001-11-01 2005-05-03 Microsoft Corporation System and method for replicating data in a distributed system
EA006223B1 (en) * 2001-11-01 2005-10-27 Верисайн, Инк. Method and system for validating remote database
FI112015B (en) * 2001-11-12 2003-10-15 Nokia Corp Arranging data synchronization in a communications system
EP3401794A1 (en) * 2002-01-08 2018-11-14 Seven Networks, LLC Connection architecture for a mobile network
FR2836072B1 (en) * 2002-02-21 2004-11-12 Commissariat Energie Atomique COMPONENT USING COMPOSITE MATERIAL FOR MICROSYSTEM FOR BIOLOGICAL OR BIOCHEMICAL ANALYSIS
JP4279499B2 (en) * 2002-03-01 2009-06-17 シャープ株式会社 Information processing device
JP2004046302A (en) * 2002-07-08 2004-02-12 Nec Corp Data synchronization method between two or more pieces of information apparatus, information processor which performs this method and program for performing this method
US7478431B1 (en) * 2002-08-02 2009-01-13 Symantec Corporation Heuristic detection of computer viruses
US7281024B1 (en) 2002-11-12 2007-10-09 Cisco Technology, Inc. Approach for propagating changes from a database to a client
US7069269B2 (en) * 2002-12-03 2006-06-27 International Business Machines Corporation Method, system and program product for mapping data fields between a data source and a data target
US7917468B2 (en) 2005-08-01 2011-03-29 Seven Networks, Inc. Linking of personal information management data
US7853563B2 (en) 2005-08-01 2010-12-14 Seven Networks, Inc. Universal data aggregation
US8468126B2 (en) 2005-08-01 2013-06-18 Seven Networks, Inc. Publishing data in an information community
US7904432B2 (en) * 2003-01-24 2011-03-08 Hewlett-Packard Development Company, L.P. Compressed data structure for extracted changes to a database and method of generating the data structure
US7243158B1 (en) * 2003-01-28 2007-07-10 Thomas Gutchigian Method, system and computer program for identification of data and translation of data between storage locations
WO2004070616A1 (en) * 2003-02-03 2004-08-19 Mvp, Inc. Synchronization program
JP2004297792A (en) * 2003-03-13 2004-10-21 Ricoh Co Ltd Image forming apparatus and function key assignment method
US8645471B2 (en) 2003-07-21 2014-02-04 Synchronoss Technologies, Inc. Device message management system
US8825502B2 (en) * 2003-09-30 2014-09-02 Epic Systems Corporation System and method for providing patient record synchronization in a healthcare setting
GB0323780D0 (en) * 2003-10-10 2003-11-12 Ibm A data brokering method and system
US7647256B2 (en) * 2004-01-29 2010-01-12 Novell, Inc. Techniques for establishing and managing a distributed credential store
US7792874B1 (en) 2004-01-30 2010-09-07 Oracle America, Inc. Dynamic provisioning for filtering and consolidating events
US20050192973A1 (en) * 2004-02-12 2005-09-01 Smith Micro Software, Inc. Visual database management system and method
US6944636B1 (en) * 2004-04-30 2005-09-13 Microsoft Corporation Maintaining time-date information for syncing low fidelity devices
RU2367008C2 (en) * 2004-04-30 2009-09-10 Майкрософт Корпорейшн Supporting time and date information for synchronisation of devices with low data integrity
US7342555B2 (en) * 2004-04-30 2008-03-11 Microsoft Corporation Detecting low fidelity sync data
MXPA05007162A (en) * 2004-04-30 2005-12-15 Microsoft Corp Maintaining time-date information for syncing low fidelity devices.
US20080082421A1 (en) * 2004-05-12 2008-04-03 Richard Onyon Monetization of an advanced contact identification system
US9542076B1 (en) 2004-05-12 2017-01-10 Synchronoss Technologies, Inc. System for and method of updating a personal profile
US7363327B2 (en) * 2004-05-28 2008-04-22 International Business Machines Corporation Change log handler for synchronizing data sources
US7269609B2 (en) * 2004-06-28 2007-09-11 Microsoft Corporation Preserving memory resources by limiting time-date information for a subset of properties
US7284021B2 (en) * 2004-06-28 2007-10-16 Microsoft Corporation Determining when a low fidelity property value has changed during a SYNC
US7949666B2 (en) * 2004-07-09 2011-05-24 Ricoh, Ltd. Synchronizing distributed work through document logs
US20060064470A1 (en) * 2004-09-23 2006-03-23 Sargent Antony J Method, system, and computer program product for improved synchronization efficiency for mobile devices, including database hashing and caching of web access errors
US8010082B2 (en) 2004-10-20 2011-08-30 Seven Networks, Inc. Flexible billing architecture
WO2006045102A2 (en) * 2004-10-20 2006-04-27 Seven Networks, Inc. Method and apparatus for intercepting events in a communication system
US7706781B2 (en) * 2004-11-22 2010-04-27 Seven Networks International Oy Data security in a mobile e-mail service
US7643818B2 (en) * 2004-11-22 2010-01-05 Seven Networks, Inc. E-mail messaging to/from a mobile terminal
FI117152B (en) * 2004-12-03 2006-06-30 Seven Networks Internat Oy E-mail service provisioning method for mobile terminal, involves using domain part and further parameters to generate new parameter set in list of setting parameter sets, if provisioning of e-mail service is successful
EP1828932A4 (en) * 2004-12-10 2008-03-05 Seven Networks Internat Oy Database synchronization
US7634519B2 (en) * 2004-12-17 2009-12-15 International Business Machines Corporation Bypassing an intermediate synchronization server of a three tiered synchronization system
US7962448B2 (en) * 2004-12-17 2011-06-14 International Business Machines Corporation Optimizing a three tiered synchronization system by pre-fetching and pre-formatting synchronization data
FI120165B (en) * 2004-12-29 2009-07-15 Seven Networks Internat Oy Synchronization of a database through a mobile network
US7509354B2 (en) * 2005-01-07 2009-03-24 International Business Machines Corporation System, method, and computer program product for multi-master replication conflict resolution
US7877703B1 (en) 2005-03-14 2011-01-25 Seven Networks, Inc. Intelligent rendering of information in a limited display environment
EP1708095A1 (en) * 2005-03-31 2006-10-04 Ubs Ag Computer network system for constructing, synchronizing and/or managing a second database from/with a first database, and methods therefore
EP1708097A1 (en) * 2005-03-31 2006-10-04 Ubs Ag Computer Network System for the Synchronisation of a Second Database with a First Database
US8438633B1 (en) 2005-04-21 2013-05-07 Seven Networks, Inc. Flexible real-time inbox access
US7796742B1 (en) 2005-04-21 2010-09-14 Seven Networks, Inc. Systems and methods for simplified provisioning
US9053164B2 (en) * 2005-05-05 2015-06-09 International Business Machines Corporation Method, system, and program product for using analysis views to identify data synchronization problems between databases
JP2008546253A (en) * 2005-05-19 2008-12-18 フュージョンワン インコーポレイテッド Security protection method and information service provision method
WO2006136660A1 (en) * 2005-06-21 2006-12-28 Seven Networks International Oy Maintaining an ip connection in a mobile network
WO2006136661A1 (en) * 2005-06-21 2006-12-28 Seven Networks International Oy Network-initiated data transfer in a mobile network
US8272058B2 (en) * 2005-07-29 2012-09-18 Bit 9, Inc. Centralized timed analysis in a network security system
US8984636B2 (en) 2005-07-29 2015-03-17 Bit9, Inc. Content extractor and analysis system
US7895651B2 (en) 2005-07-29 2011-02-22 Bit 9, Inc. Content tracking in a network security system
US8069166B2 (en) 2005-08-01 2011-11-29 Seven Networks, Inc. Managing user-to-user contact with inferred presence information
US8731542B2 (en) 2005-08-11 2014-05-20 Seven Networks International Oy Dynamic adjustment of keep-alive message intervals in a mobile network
AU2006297023B2 (en) * 2005-09-29 2010-09-09 Blackberry Limited Efficient database synchronization by comparing representative information
US7747566B2 (en) * 2005-11-23 2010-06-29 Research In Motion Limited Method and apparatus for synchronizing databases connected by wireless interface
US7464117B2 (en) * 2006-01-20 2008-12-09 Microsoft Corporation Using directory historical data to facilitate automated file updates
US7769395B2 (en) 2006-06-20 2010-08-03 Seven Networks, Inc. Location-based operations and messaging
US20070283050A1 (en) * 2006-06-05 2007-12-06 Seagate Technology, Llc Scheduling reporting of synchronization states
US20070297458A1 (en) * 2006-06-27 2007-12-27 Microsoft Corporation Efficient and layered synchronization protocol for database systems
US8479004B2 (en) * 2006-08-31 2013-07-02 Ricoh Co., Ltd Paper-based document logging
WO2008094508A2 (en) * 2007-01-26 2008-08-07 Fusionone, Inc. System for and method of backing up content for use on a mobile device
US8006094B2 (en) 2007-02-21 2011-08-23 Ricoh Co., Ltd. Trustworthy timestamps and certifiable clocks using logs linked by cryptographic hashes
US20080243688A1 (en) * 2007-03-28 2008-10-02 Hart Peter E Method and Apparatus for Recording Transactions with a Portable Logging Device
EP1975822A1 (en) * 2007-03-28 2008-10-01 Ricoh Company, Ltd. Method and apparatus for recording associations with logs
US8996483B2 (en) * 2007-03-28 2015-03-31 Ricoh Co., Ltd. Method and apparatus for recording associations with logs
US20080243752A1 (en) * 2007-03-28 2008-10-02 Ricoh Co., Ltd. Method and Apparatus for Process Logging
US9223784B2 (en) * 2007-03-28 2015-12-29 Ricoh, Co., Ltd. Method and apparatus for archiving media using a log
KR100926880B1 (en) * 2007-05-21 2009-11-16 엔에이치엔(주) Data replication method and system in DVMS
US8693494B2 (en) 2007-06-01 2014-04-08 Seven Networks, Inc. Polling
US8805425B2 (en) 2007-06-01 2014-08-12 Seven Networks, Inc. Integrated messaging
US9401957B2 (en) * 2007-09-14 2016-07-26 International Business Machines Corporation System and method for synchronization between servers
US8364181B2 (en) 2007-12-10 2013-01-29 Seven Networks, Inc. Electronic-mail filtering for mobile devices
US8793305B2 (en) 2007-12-13 2014-07-29 Seven Networks, Inc. Content delivery to a mobile device from a content service
US9002828B2 (en) 2007-12-13 2015-04-07 Seven Networks, Inc. Predictive content delivery
US8001087B1 (en) * 2007-12-27 2011-08-16 Symantec Operating Corporation Method and apparatus for performing selective backup operations based on file history data
US8181111B1 (en) 2007-12-31 2012-05-15 Synchronoss Technologies, Inc. System and method for providing social context to digital activity
US8107921B2 (en) 2008-01-11 2012-01-31 Seven Networks, Inc. Mobile virtual network operator
US8862657B2 (en) 2008-01-25 2014-10-14 Seven Networks, Inc. Policy based content service
US20090193338A1 (en) 2008-01-28 2009-07-30 Trevor Fiatal Reducing network and battery consumption during content delivery and playback
US8787947B2 (en) 2008-06-18 2014-07-22 Seven Networks, Inc. Application discovery on mobile devices
US8078158B2 (en) 2008-06-26 2011-12-13 Seven Networks, Inc. Provisioning applications for a mobile device
US8185733B2 (en) * 2008-10-02 2012-05-22 Ricoh Co., Ltd. Method and apparatus for automatically publishing content based identifiers
US8909759B2 (en) 2008-10-10 2014-12-09 Seven Networks, Inc. Bandwidth measurement
US8621625B1 (en) * 2008-12-23 2013-12-31 Symantec Corporation Methods and systems for detecting infected files
US8260742B2 (en) * 2009-04-03 2012-09-04 International Business Machines Corporation Data synchronization and consistency across distributed repositories
US8255006B1 (en) 2009-11-10 2012-08-28 Fusionone, Inc. Event dependent notification system and method
US8417726B2 (en) * 2009-12-16 2013-04-09 Sap Aktiengesellschaft Guided structure synchronization
US9305270B2 (en) * 2009-12-16 2016-04-05 Sap Se Synchronization of recipe structures and bill of materials including the adjustment to manufacturing requirements
US8478705B2 (en) * 2010-01-15 2013-07-02 International Business Machines Corporation Portable data management using rule definitions
WO2011126889A2 (en) 2010-03-30 2011-10-13 Seven Networks, Inc. 3d mobile user interface with configurable workspace management
GB2500333B (en) 2010-07-26 2014-10-08 Seven Networks Inc Mobile application traffic optimization
US8838783B2 (en) 2010-07-26 2014-09-16 Seven Networks, Inc. Distributed caching for resource and mobile network traffic management
US9043433B2 (en) 2010-07-26 2015-05-26 Seven Networks, Inc. Mobile network traffic coordination across multiple applications
US9077630B2 (en) 2010-07-26 2015-07-07 Seven Networks, Inc. Distributed implementation of dynamic wireless traffic policy
US8666998B2 (en) 2010-09-14 2014-03-04 International Business Machines Corporation Handling data sets
WO2012060995A2 (en) 2010-11-01 2012-05-10 Michael Luna Distributed caching in a wireless network of content delivered for a mobile application over a long-held request
US8326985B2 (en) 2010-11-01 2012-12-04 Seven Networks, Inc. Distributed management of keep-alive message signaling for mobile network resource conservation and optimization
US9330196B2 (en) 2010-11-01 2016-05-03 Seven Networks, Llc Wireless traffic management system cache optimization using http headers
US8943428B2 (en) 2010-11-01 2015-01-27 Synchronoss Technologies, Inc. System for and method of field mapping
US8166164B1 (en) 2010-11-01 2012-04-24 Seven Networks, Inc. Application and network-based long poll request detection and cacheability assessment therefor
GB2499534B (en) 2010-11-01 2018-09-19 Seven Networks Llc Caching adapted for mobile application behavior and network conditions
US8484314B2 (en) 2010-11-01 2013-07-09 Seven Networks, Inc. Distributed caching in a wireless network of content delivered for a mobile application over a long-held request
US9060032B2 (en) 2010-11-01 2015-06-16 Seven Networks, Inc. Selective data compression by a distributed traffic management system to reduce mobile data traffic and signaling traffic
US8843153B2 (en) 2010-11-01 2014-09-23 Seven Networks, Inc. Mobile traffic categorization and policy for network use optimization while preserving user experience
WO2012061437A1 (en) 2010-11-01 2012-05-10 Michael Luna Cache defeat detection and caching of content addressed by identifiers intended to defeat cache
GB2495463B (en) 2010-11-22 2013-10-09 Seven Networks Inc Aligning data transfer to optimize connections established for transmission over a wireless network
GB2500327B (en) 2010-11-22 2019-11-06 Seven Networks Llc Optimization of resource polling intervals to satisfy mobile device requests
US8949166B2 (en) 2010-12-16 2015-02-03 International Business Machines Corporation Creating and processing a data rule for data quality
GB2501416B (en) 2011-01-07 2018-03-21 Seven Networks Llc System and method for reduction of mobile network traffic used for domain name system (DNS) queries
WO2012145533A2 (en) 2011-04-19 2012-10-26 Seven Networks, Inc. Shared resource and virtual resource management in a networked environment
GB2504037B (en) 2011-04-27 2014-12-24 Seven Networks Inc Mobile device which offloads requests made by a mobile application to a remote entity for conservation of mobile device and network resources
WO2012149434A2 (en) 2011-04-27 2012-11-01 Seven Networks, Inc. Detecting and preserving state for satisfying application requests in a distributed proxy and cache system
US8898104B2 (en) 2011-07-26 2014-11-25 International Business Machines Corporation Auto-mapping between source and target models using statistical and ontology techniques
WO2013015994A1 (en) 2011-07-27 2013-01-31 Seven Networks, Inc. Monitoring mobile application activities for malicious traffic on a mobile device
US8868753B2 (en) 2011-12-06 2014-10-21 Seven Networks, Inc. System of redundantly clustered machines to provide failover mechanisms for mobile traffic management and network resource conservation
US8934414B2 (en) 2011-12-06 2015-01-13 Seven Networks, Inc. Cellular or WiFi mobile traffic optimization based on public or private network destination
US9009250B2 (en) 2011-12-07 2015-04-14 Seven Networks, Inc. Flexible and dynamic integration schemas of a traffic management system with various network operators for network traffic alleviation
WO2013086447A1 (en) 2011-12-07 2013-06-13 Seven Networks, Inc. Radio-awareness of mobile device for sending server-side control signals using a wireless network optimized transport protocol
US8861354B2 (en) 2011-12-14 2014-10-14 Seven Networks, Inc. Hierarchies and categories for management and deployment of policies for distributed wireless traffic optimization
EP2792188B1 (en) 2011-12-14 2019-03-20 Seven Networks, LLC Mobile network reporting and usage analytics system and method using aggregation of data in a distributed traffic optimization system
US9832095B2 (en) 2011-12-14 2017-11-28 Seven Networks, Llc Operation modes for mobile traffic optimization and concurrent management of optimized and non-optimized traffic
GB2499306B (en) 2012-01-05 2014-10-22 Seven Networks Inc Managing user interaction with an application on a mobile device
WO2013116856A1 (en) 2012-02-02 2013-08-08 Seven Networks, Inc. Dynamic categorization of applications for network access in a mobile network
US9326189B2 (en) 2012-02-03 2016-04-26 Seven Networks, Llc User as an end point for profiling and optimizing the delivery of content and data in a wireless network
US8812695B2 (en) 2012-04-09 2014-08-19 Seven Networks, Inc. Method and system for management of a virtual network connection without heartbeat messages
US10263899B2 (en) 2012-04-10 2019-04-16 Seven Networks, Llc Enhanced customer service for mobile carriers using real-time and historical mobile application and traffic or optimization data associated with mobile devices in a mobile network
US8543540B1 (en) 2012-05-09 2013-09-24 Bertec Corporation System and method for the merging of databases
US9043278B1 (en) 2012-05-09 2015-05-26 Bertec Corporation System and method for the merging of databases
US8700569B1 (en) 2012-05-09 2014-04-15 Bertec Corporation System and method for the merging of databases
WO2014011216A1 (en) 2012-07-13 2014-01-16 Seven Networks, Inc. Dynamic bandwidth adjustment for browsing or streaming activity in a wireless network based on prediction of user behavior when interacting with mobile applications
US9161258B2 (en) 2012-10-24 2015-10-13 Seven Networks, Llc Optimized and selective management of policy deployment to mobile clients in a congested network to prevent further aggravation of network congestion
US9307493B2 (en) 2012-12-20 2016-04-05 Seven Networks, Llc Systems and methods for application management of mobile device radio state promotion and demotion
US9241314B2 (en) 2013-01-23 2016-01-19 Seven Networks, Llc Mobile device with application or context aware fast dormancy
US8874761B2 (en) 2013-01-25 2014-10-28 Seven Networks, Inc. Signaling optimization in a wireless network for traffic utilizing proprietary and non-proprietary protocols
US8750123B1 (en) 2013-03-11 2014-06-10 Seven Networks, Inc. Mobile device equipped with mobile network congestion recognition to make intelligent decisions regarding connecting to an operator network
TW201445497A (en) * 2013-05-16 2014-12-01 Fong-Yuan Chang Device-aware file synchronizing method
US9065765B2 (en) 2013-07-22 2015-06-23 Seven Networks, Inc. Proxy server associated with a mobile carrier for enhancing mobile traffic management in a mobile network
US9703814B1 (en) 2013-10-15 2017-07-11 Amazon Technologies, Inc. Local key-value database synchronization
US11899560B2 (en) * 2022-04-27 2024-02-13 Microsoft Technology Licensing, Llc Automatic correctness validation of database management systems

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5204958A (en) * 1991-06-27 1993-04-20 Digital Equipment Corporation System and method for efficiently indexing and storing a large database with high data insertion frequency
US5530861A (en) * 1991-08-26 1996-06-25 Hewlett-Packard Company Process enaction and tool integration via a task oriented paradigm
US5649196A (en) * 1993-07-01 1997-07-15 Legent Corporation System and method for distributed storage management on networked computer systems using binary object identifiers
US5649195A (en) * 1995-05-22 1997-07-15 International Business Machines Corporation Systems and methods for synchronizing databases in a receive-only network
US5659741A (en) * 1995-03-29 1997-08-19 Stuart S. Bowie Computer system and method for storing medical histories using a carrying size card
US5727202A (en) * 1995-10-18 1998-03-10 Palm Computing, Inc. Method and apparatus for synchronizing information on two different computer systems
US5790974A (en) * 1996-04-29 1998-08-04 Sun Microsystems, Inc. Portable calendaring device having perceptual agent managing calendar entries
US5799072A (en) * 1995-07-21 1998-08-25 Callmanage Telecommunications call management system
US5970502A (en) * 1996-04-23 1999-10-19 Nortel Networks Corporation Method and apparatus for synchronizing multiple copies of a database
US6321236B1 (en) * 1997-05-27 2001-11-20 Arkona, Inc. Distributing database differences corresponding to database change events made to a database table located on a server computer
US6449640B1 (en) * 1997-06-19 2002-09-10 International Business Machines Corporation Web server with unique identification of linked objects
US20020156798A1 (en) * 1998-10-28 2002-10-24 Larue Chris System and methods for synchronizing datasets using version indicators to detect obsolete changes
US6678715B1 (en) * 1998-08-28 2004-01-13 Kabushiki Kaisha Toshiba Systems and apparatus for switching execution of a process in a distributed system

Family Cites Families (75)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US4432057A (en) * 1981-11-27 1984-02-14 International Business Machines Corporation Method for the dynamic replication of data under distributed system control to control utilization of resources in a multiprocessing, distributed data base system
US4807182A (en) * 1986-03-12 1989-02-21 Advanced Software, Inc. Apparatus and method for comparing data groups
US4819156A (en) * 1986-06-13 1989-04-04 International Business Machines Corporation Database index journaling for enhanced recovery
US4956809A (en) * 1986-11-24 1990-09-11 Mark Williams Company Method for canonical ordering of binary data for portable operating systems
US4827423A (en) * 1987-01-20 1989-05-02 R. J. Reynolds Tobacco Company Computer integrated manufacturing system
US4866611A (en) * 1987-01-29 1989-09-12 International Business Machines Corporation Method for automatically reconciling entries on two copies of independently maintained electronic calendars
US5237678A (en) * 1987-05-08 1993-08-17 Kuechler William L System for storing and manipulating information in an information base
US5261045A (en) * 1987-12-18 1993-11-09 International Business Machines Corporation Method of exchanging entries from a plurality of different electronic calendars based on interactively entered criteria
US4875159A (en) * 1987-12-22 1989-10-17 Amdahl Corporation Version management system using plural control fields for synchronizing two versions of files in a multiprocessor system
US5251151A (en) * 1988-05-27 1993-10-05 Research Foundation Of State Univ. Of N.Y. Method and apparatus for diagnosing the state of a machine
US4980844A (en) * 1988-05-27 1990-12-25 Victor Demjanenko Method and apparatus for diagnosing the state of a machine
US5228116A (en) * 1988-07-15 1993-07-13 Aicorp., Inc. Knowledge base management system
US5136707A (en) * 1988-10-28 1992-08-04 At&T Bell Laboratories Reliable database administration arrangement
US5065360A (en) * 1989-01-10 1991-11-12 Kelly Douglas J Portable data storage and editing device
US5187787B1 (en) * 1989-07-27 1996-05-07 Teknekron Software Systems Inc Apparatus and method for providing decoupling of data exchange details for providing high performance communication between software processes
US5339392A (en) * 1989-07-27 1994-08-16 Risberg Jeffrey S Apparatus and method for creation of a user definable video displayed document showing changes in real time data
US5170480A (en) * 1989-09-25 1992-12-08 International Business Machines Corporation Concurrently applying redo records to backup database in a log sequence using single queue server per queue at a time
US5251291A (en) * 1989-10-13 1993-10-05 International Business Machines Corporation Method of selectively transferring video displayed information
US5210868A (en) * 1989-12-20 1993-05-11 Hitachi Ltd. Database system and matching method between databases
WO1991011766A2 (en) * 1990-01-30 1991-08-08 Johnson Service Company Networked facilities management system
US5142619A (en) * 1990-02-21 1992-08-25 International Business Machines Corporation Method and apparatus for visually comparing files in a data processing system
US5155850A (en) * 1990-02-23 1992-10-13 International Business Machines Corporation Method and system for maintaining a time frame selective document history log in a data processing system
US5278978A (en) * 1990-03-26 1994-01-11 International Business Machines Corporation Method and system for describing and exchanging data between heterogeneous database systems with data converted by the receiving database system
US5333252A (en) * 1990-04-05 1994-07-26 Claris Corporation Interface for arranging order of fields
US5272628A (en) * 1990-04-16 1993-12-21 Microsoft Corporation Method and system for aggregating tables having dissimilar formats
JPH0432940A (en) * 1990-05-23 1992-02-04 Toshiba Corp Decentralized data base system
JP2525275B2 (en) * 1990-07-17 1996-08-14 三洋電機株式会社 Database operation method
JP3516344B2 (en) * 1990-10-22 2004-04-05 株式会社日立製作所 Multiple data processing method for distributed processing system
CA2054026A1 (en) * 1990-10-31 1992-05-01 William Monroe Turpin Goal oriented electronic form system
US5315709A (en) * 1990-12-03 1994-05-24 Bachman Information Systems, Inc. Method and apparatus for transforming objects in data models
US5283887A (en) * 1990-12-19 1994-02-01 Bull Hn Information Systems Inc. Automatic document format conversion in an electronic mail system based upon user preference
JP3074737B2 (en) * 1990-12-29 2000-08-07 カシオ計算機株式会社 File update processor
US5327555A (en) * 1991-02-14 1994-07-05 Hewlett-Packard Company Method for reconciling entries in a plurality of schedules
US5261094A (en) * 1991-04-08 1993-11-09 International Business Machines Corporation Asynchronous replication of data changes by distributed update requests
US5396612A (en) * 1991-05-02 1995-03-07 At&T Corp. Data tracking arrangement for improving the quality of data stored in a database
US5333316A (en) * 1991-08-16 1994-07-26 International Business Machines Corporation Locking and row by row modification of a database stored in a single master table and multiple virtual tables of a plurality of concurrent users
US5475833A (en) * 1991-09-04 1995-12-12 International Business Machines Corporation Database system for facilitating comparison of related information stored in a distributed resource
US5278982A (en) * 1991-12-23 1994-01-11 International Business Machines Corporation Log archive filtering method for transaction-consistent forward recovery from catastrophic media failures
JP2710190B2 (en) * 1991-12-31 1998-02-10 インターナショナル・ビジネス・マシーンズ・コーポレイション Method and apparatus for adjusting data dictionary synchronization
US5519606A (en) * 1992-01-21 1996-05-21 Starfish Software, Inc. System and methods for appointment reconciliation
US5392390A (en) * 1992-04-10 1995-02-21 Intellilink Corp. Method for mapping, translating, and dynamically reconciling data between disparate computer platforms
US5708840A (en) * 1992-06-29 1998-01-13 Elonex I.P. Holdings, Ltd. Micro personal digital assistant
US5836003A (en) * 1993-08-26 1998-11-10 Visnet Ltd. Methods and means for image and voice compression
EP0593062A3 (en) * 1992-10-16 1995-08-30 Siemens Ind Automation Inc Redundant networked database system
US5666530A (en) * 1992-12-02 1997-09-09 Compaq Computer Corporation System for automatic synchronization of common file between portable computer and host computer via communication channel selected from a plurality of usable channels there between
US5339434A (en) * 1992-12-07 1994-08-16 Trw Inc. Heterogeneous data translation system
JPH06324928A (en) * 1993-05-14 1994-11-25 Mitsubishi Electric Corp Log generating device, device for arbitrating versions different in file and device for arbitrating version different in computer file being at different places
US5710922A (en) * 1993-06-02 1998-01-20 Apple Computer, Inc. Method for synchronizing and archiving information between computer systems
US5613113A (en) * 1993-10-08 1997-03-18 International Business Machines Corporation Consistent recreation of events from activity logs
US5619689A (en) * 1993-10-19 1997-04-08 Hughes Electronics Method and apparatus for confirming delivery of files in a file broadcast system with rebroadcast timing at the receiver
US5560005A (en) * 1994-02-25 1996-09-24 Actamed Corp. Methods and systems for object-based relational distributed databases
US5568402A (en) * 1994-04-11 1996-10-22 Gse Process Solutions, Inc. Communication server for communicating with a remote device
US5434994A (en) * 1994-05-23 1995-07-18 International Business Machines Corporation System and method for maintaining replicated data coherency in a data processing system
US5897640A (en) * 1994-08-08 1999-04-27 Microsoft Corporation Method and system of associating, synchronizing and reconciling computer files in an operating system
JP3593366B2 (en) * 1994-09-19 2004-11-24 株式会社日立製作所 Database management method
US5684984A (en) * 1994-09-29 1997-11-04 Apple Computer, Inc. Synchronization and replication of object databases
US5530939A (en) * 1994-09-29 1996-06-25 Bell Communications Research, Inc. Method and system for broadcasting and querying a database using a multi-function module
US5926824A (en) * 1994-11-16 1999-07-20 Canon Kabushiki Kaisha System and method for retrieving a document by inputting a desired attribute and the number of areas in which the attribute occurs as a retrieval condition
US5684990A (en) * 1995-01-11 1997-11-04 Puma Technology, Inc. Synchronization of disparate databases
US5729735A (en) * 1995-02-08 1998-03-17 Meyering; Samuel C. Remote database file synchronizer
US5682524A (en) * 1995-05-26 1997-10-28 Starfish Software, Inc. Databank system with methods for efficiently storing non-uniform data records
US5630081A (en) * 1995-09-07 1997-05-13 Puma Technology, Inc. Connection resource manager displaying link-status information using a traffic light iconic representation
US5978813A (en) 1995-09-25 1999-11-02 International Business Machines Corporation System for providing synchronization between a local area network and a distributing computer environment
US5758150A (en) * 1995-10-06 1998-05-26 Tele-Communications, Inc. System and method for database synchronization
US5884323A (en) * 1995-10-13 1999-03-16 3Com Corporation Extendible method and apparatus for synchronizing files on two different computer systems
US5809494A (en) * 1995-11-16 1998-09-15 Applied Language Technologies, Inc. Method for rapidly and efficiently hashing records of large databases
US5708812A (en) * 1996-01-18 1998-01-13 Microsoft Corporation Method and apparatus for Migrating from a source domain network controller to a target domain network controller
US5884324A (en) * 1996-07-23 1999-03-16 International Business Machines Corporation Agent for replicating data based on a client defined replication period
US5790789A (en) * 1996-08-02 1998-08-04 Suarez; Larry Method and architecture for the creation, control and deployment of services within a distributed computer environment
US5758355A (en) * 1996-08-07 1998-05-26 Aurum Software, Inc. Synchronization of server database with client database using distribution tables
US5870765A (en) * 1996-10-09 1999-02-09 Oracle Corporation Database synchronizer
US5870759A (en) * 1996-10-09 1999-02-09 Oracle Corporation System for synchronizing data between computers using a before-image of data
US5884325A (en) * 1996-10-09 1999-03-16 Oracle Corporation System for synchronizing shared data between computers
US5943676A (en) 1996-11-13 1999-08-24 Puma Technology, Inc. Synchronization of recurring records in incompatible databases
US6125369A (en) * 1997-10-02 2000-09-26 Microsoft Corporation Continuous object sychronization between object stores on different computers

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US5204958A (en) * 1991-06-27 1993-04-20 Digital Equipment Corporation System and method for efficiently indexing and storing a large database with high data insertion frequency
US5530861A (en) * 1991-08-26 1996-06-25 Hewlett-Packard Company Process enaction and tool integration via a task oriented paradigm
US5649196A (en) * 1993-07-01 1997-07-15 Legent Corporation System and method for distributed storage management on networked computer systems using binary object identifiers
US5659741A (en) * 1995-03-29 1997-08-19 Stuart S. Bowie Computer system and method for storing medical histories using a carrying size card
US5649195A (en) * 1995-05-22 1997-07-15 International Business Machines Corporation Systems and methods for synchronizing databases in a receive-only network
US5799072A (en) * 1995-07-21 1998-08-25 Callmanage Telecommunications call management system
US5727202A (en) * 1995-10-18 1998-03-10 Palm Computing, Inc. Method and apparatus for synchronizing information on two different computer systems
US5970502A (en) * 1996-04-23 1999-10-19 Nortel Networks Corporation Method and apparatus for synchronizing multiple copies of a database
US5790974A (en) * 1996-04-29 1998-08-04 Sun Microsystems, Inc. Portable calendaring device having perceptual agent managing calendar entries
US6321236B1 (en) * 1997-05-27 2001-11-20 Arkona, Inc. Distributing database differences corresponding to database change events made to a database table located on a server computer
US6449640B1 (en) * 1997-06-19 2002-09-10 International Business Machines Corporation Web server with unique identification of linked objects
US6678715B1 (en) * 1998-08-28 2004-01-13 Kabushiki Kaisha Toshiba Systems and apparatus for switching execution of a process in a distributed system
US20020156798A1 (en) * 1998-10-28 2002-10-24 Larue Chris System and methods for synchronizing datasets using version indicators to detect obsolete changes

Cited By (96)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20070083287A1 (en) * 1998-03-19 2007-04-12 Defosse Erin M System, Method And Apparatus For Vending Machine Wireless Audit And Cashless Transaction Transport
US7039656B1 (en) * 1999-10-20 2006-05-02 Yodlee.Com, Inc. Method and apparatus for synchronizing data records between a remote device and a data server over a data-packet-network
US20030028577A1 (en) * 2001-04-30 2003-02-06 Chia-Chu Dorland HTTP distributed XML-based automated event polling for network and E-service management
US20090287750A1 (en) * 2002-03-29 2009-11-19 International Business Machines Corporation Method and Apparatus for Content Pre-Fetching and Preparation
US8949420B2 (en) * 2002-03-29 2015-02-03 International Business Machines Corporation Content pre-fetching and preparation
US20030200480A1 (en) * 2002-04-19 2003-10-23 Computer Associates Think, Inc. Method and system for disaster recovery
US6981177B2 (en) 2002-04-19 2005-12-27 Computer Associates Think, Inc. Method and system for disaster recovery
US20050251643A1 (en) * 2002-11-08 2005-11-10 Infineon Technologies Ag Memory arrangement
US20040186842A1 (en) * 2003-03-18 2004-09-23 Darren Wesemann Systems and methods for providing access to data stored in different types of data repositories
US20050138216A1 (en) * 2003-07-30 2005-06-23 American Express Travel Related Services Company, Inc. System and method for remote collection of data
US7315978B2 (en) * 2003-07-30 2008-01-01 Ameriprise Financial, Inc. System and method for remote collection of data
US20130138609A1 (en) * 2004-02-04 2013-05-30 Microsoft Corporation Cross-polination synchronization of data
US9292585B2 (en) * 2004-02-04 2016-03-22 Microsoft Technology Licensing, Llc Cross-pollination synchronization of data
US20060095447A1 (en) * 2004-02-19 2006-05-04 Microsoft Corporation Offline multi-table data editing and storage
US20060161533A1 (en) * 2004-02-19 2006-07-20 Microsoft Corporation Data source task pane
US7546291B2 (en) 2004-02-19 2009-06-09 Microsoft Corporation Data source task pane
US7546286B2 (en) * 2004-02-19 2009-06-09 Microsoft Corporation Offline multi-table data editing and storage
US9569194B2 (en) 2004-06-03 2017-02-14 Microsoft Technology Licensing, Llc Virtual application manager
US8812613B2 (en) * 2004-06-03 2014-08-19 Maxsp Corporation Virtual application manager
US9357031B2 (en) 2004-06-03 2016-05-31 Microsoft Technology Licensing, Llc Applications as a service
US7908339B2 (en) 2004-06-03 2011-03-15 Maxsp Corporation Transaction based virtual file system optimized for high-latency network connections
US20060047716A1 (en) * 2004-06-03 2006-03-02 Keith Robert O Jr Transaction based virtual file system optimized for high-latency network connections
US20060031529A1 (en) * 2004-06-03 2006-02-09 Keith Robert O Jr Virtual application manager
JP4685869B2 (en) * 2004-07-01 2011-05-18 アップル インコーポレイテッド State-based synchronization
JP2008505419A (en) * 2004-07-01 2008-02-21 アプル・コンピュータ・インコーポレーテッド State-based synchronization
US8868493B2 (en) 2004-07-01 2014-10-21 Apple Inc. Method and system using reusable state information for synchronization and maintenance of data
US20100198784A1 (en) * 2004-07-01 2010-08-05 Apple Inc. Method and System Using Reusable State Information for Synchronization and Maintenance of Data
US7730026B2 (en) * 2004-07-01 2010-06-01 Apple Inc. Method and system using reusable state information for synchronization and maintenance of data
US8332352B2 (en) 2004-07-01 2012-12-11 Apple Inc. Method and system using reusable state information for synchronization and maintenance of data
US20060069809A1 (en) * 2004-07-01 2006-03-30 Bertrand Serlet State based synchronization
WO2006007498A1 (en) * 2004-07-01 2006-01-19 Apple Computer, Inc. State based synchronization
US20100125770A1 (en) * 2004-07-09 2010-05-20 Maxsp Corporation Distributed operating system management
US7664834B2 (en) 2004-07-09 2010-02-16 Maxsp Corporation Distributed operating system management
US20060047946A1 (en) * 2004-07-09 2006-03-02 Keith Robert O Jr Distributed operating system management
US20070276936A1 (en) * 2004-11-08 2007-11-29 Lucian Hirsch Method and Devices for Matching Data Between a Manager and a Agent in a Management Network
US9374269B2 (en) * 2004-11-08 2016-06-21 Siemens Aktiengesellschaft Method and devices for matching data between a manager and an agent in a management network
US20060224544A1 (en) * 2005-03-04 2006-10-05 Keith Robert O Jr Pre-install compliance system
US8589323B2 (en) 2005-03-04 2013-11-19 Maxsp Corporation Computer hardware and software diagnostic and report system incorporating an expert system and agents
US7624086B2 (en) 2005-03-04 2009-11-24 Maxsp Corporation Pre-install compliance system
US8234238B2 (en) 2005-03-04 2012-07-31 Maxsp Corporation Computer hardware and software diagnostic and report system
US20070233633A1 (en) * 2005-03-04 2007-10-04 Keith Robert O Jr Computer hardware and software diagnostic and report system
US7512584B2 (en) 2005-03-04 2009-03-31 Maxsp Corporation Computer hardware and software diagnostic and report system
EP1708096A1 (en) * 2005-03-31 2006-10-04 Ubs Ag Computer Network System and Method for the Synchronisation of a Second Database with a First Database
US8635209B2 (en) 2005-06-21 2014-01-21 Apple Inc. Peer-to-peer syncing in a decentralized environment
US8495015B2 (en) 2005-06-21 2013-07-23 Apple Inc. Peer-to-peer syncing in a decentralized environment
US8321374B2 (en) 2005-06-21 2012-11-27 Apple Inc. Peer-to-peer N-way syncing in decentralized environment
US7523146B2 (en) 2005-06-21 2009-04-21 Apple Inc. Apparatus and method for peer-to-peer N-way synchronization in a decentralized environment
US20090144343A1 (en) * 2005-06-21 2009-06-04 Apple Inc. Peer-to-peer n-way syncing in decentralized environment
US7716168B2 (en) 2005-06-29 2010-05-11 Microsoft Corporation Modifying table definitions within a database application
US8135755B2 (en) 2005-06-29 2012-03-13 Microsoft Corporation Templates in a schema editor
US20070198657A1 (en) * 2006-01-31 2007-08-23 Microsoft Corporation Redirection to local copies of server-based files
US7743026B2 (en) 2006-01-31 2010-06-22 Microsoft Corporation Redirection to local copies of server-based files
US20070274315A1 (en) * 2006-05-24 2007-11-29 Keith Robert O System for and method of securing a network utilizing credentials
US8898319B2 (en) 2006-05-24 2014-11-25 Maxsp Corporation Applications and services as a bundle
US10511495B2 (en) 2006-05-24 2019-12-17 Microsoft Technology Licensing, Llc Applications and services as a bundle
US8811396B2 (en) 2006-05-24 2014-08-19 Maxsp Corporation System for and method of securing a network utilizing credentials
US9160735B2 (en) 2006-05-24 2015-10-13 Microsoft Technology Licensing, Llc System for and method of securing a network utilizing credentials
US9906418B2 (en) 2006-05-24 2018-02-27 Microsoft Technology Licensing, Llc Applications and services as a bundle
US9893961B2 (en) 2006-05-24 2018-02-13 Microsoft Technology Licensing, Llc Applications and services as a bundle
US9584480B2 (en) 2006-05-24 2017-02-28 Microsoft Technology Licensing, Llc System for and method of securing a network utilizing credentials
US20080034009A1 (en) * 2006-08-04 2008-02-07 Apple Computer, Inc. Method and system for using global equivalency sets to identify data during peer-to-peer synchronization
US8868491B2 (en) 2006-08-04 2014-10-21 Apple Inc. Method and system for using global equivalency sets to identify data during peer-to-peer synchronization
US7860826B2 (en) 2006-08-04 2010-12-28 Apple Inc. Method and system for using global equivalency sets to identify data during peer-to-peer synchronization
US20080077622A1 (en) * 2006-09-22 2008-03-27 Keith Robert O Method of and apparatus for managing data utilizing configurable policies and schedules
US20080077630A1 (en) * 2006-09-22 2008-03-27 Keith Robert O Accelerated data transfer using common prior data segments
US20080127294A1 (en) * 2006-09-22 2008-05-29 Keith Robert O Secure virtual private network
US20160224431A1 (en) * 2006-09-22 2016-08-04 Microsoft Technology Licensing, Llc Accelerated data transfer using common prior data segments
US9317506B2 (en) * 2006-09-22 2016-04-19 Microsoft Technology Licensing, Llc Accelerated data transfer using common prior data segments
US7840514B2 (en) 2006-09-22 2010-11-23 Maxsp Corporation Secure virtual private network utilizing a diagnostics policy and diagnostics engine to establish a secure network connection
US8099378B2 (en) 2006-09-22 2012-01-17 Maxsp Corporation Secure virtual private network utilizing a diagnostics policy and diagnostics engine to establish a secure network connection
US20110047118A1 (en) * 2006-09-22 2011-02-24 Maxsp Corporation Secure virtual private network utilizing a diagnostics policy and diagnostics engine to establish a secure network connection
US7844686B1 (en) 2006-12-21 2010-11-30 Maxsp Corporation Warm standby appliance
US9645900B2 (en) 2006-12-21 2017-05-09 Microsoft Technology Licensing, Llc Warm standby appliance
US8745171B1 (en) 2006-12-21 2014-06-03 Maxsp Corporation Warm standby appliance
US8423821B1 (en) 2006-12-21 2013-04-16 Maxsp Corporation Virtual recovery server
US7760767B2 (en) 2007-01-05 2010-07-20 Apple Inc. Wide area peer-to-peer synching in a decentralized environment
US20100299444A1 (en) * 2007-01-05 2010-11-25 Apple Inc. Wide Area Peer-to-Peer Synching in a Decentralized Environment
US20080165807A1 (en) * 2007-01-05 2008-07-10 Apple Computer, Inc. Wide Area Peer-to-Peer Synching in a Decentralized Environment
US20080168183A1 (en) * 2007-01-08 2008-07-10 Apple Computer, Inc. N-way synchronization of data
US8250397B2 (en) 2007-01-08 2012-08-21 Apple Inc. N-way synchronization of data
US20100106687A1 (en) * 2007-01-08 2010-04-29 Apple Inc. N-Way Synchronization of Data
US7657769B2 (en) 2007-01-08 2010-02-02 Marcy M Scott N-way synchronization of data
US8422833B2 (en) 2007-10-26 2013-04-16 Maxsp Corporation Method of and system for enhanced data storage
US9092374B2 (en) 2007-10-26 2015-07-28 Maxsp Corporation Method of and system for enhanced data storage
US8175418B1 (en) 2007-10-26 2012-05-08 Maxsp Corporation Method of and system for enhanced data storage
US8645515B2 (en) 2007-10-26 2014-02-04 Maxsp Corporation Environment manager
US8307239B1 (en) 2007-10-26 2012-11-06 Maxsp Corporation Disaster recovery appliance
US9448858B2 (en) 2007-10-26 2016-09-20 Microsoft Technology Licensing, Llc Environment manager
US20090125483A1 (en) * 2007-11-12 2009-05-14 Samsung Electronics Co., Ltd. File transmission system and file management method thereof
US8364637B2 (en) * 2007-11-12 2013-01-29 Samsung Electronics Co., Ltd. File transmission system and file management method thereof
US20130290257A1 (en) * 2008-07-22 2013-10-31 International Business Machines Corporation Embedded change logging for data synchronization
US9037605B2 (en) * 2008-07-22 2015-05-19 International Business Machines Corporation Embedded change logging for data synchronization
US9824130B1 (en) * 2013-12-13 2017-11-21 Open Text Corporation Optimizing synchronization of enterprise content management systems
US10733204B2 (en) * 2013-12-13 2020-08-04 Open Text Corporation Optimizing synchronization of enterprise content management systems
US10507478B2 (en) 2016-03-30 2019-12-17 The Patent Well LLC Clear sprayable sealant for aircraft parts and assemblies
US11625373B2 (en) * 2020-04-30 2023-04-11 International Business Machines Corporation Determining additions, deletions and updates to database tables

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