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公开(公告)号:US10769034B2
公开(公告)日:2020-09-08
申请号:US15452391
申请日:2017-03-07
Applicant: SAP SE
Inventor: Sarika Iyer , Vivek Kandiyanallur , Martin Heidel , Rolando Blanco , Stephan Kottler , Carsten Thiel , Peter Steinemann , Jörn Schmidt , Colin Florendo , Michael Muehle , Chaitanya Gottipati
IPC: G06F17/30 , G06F11/14 , G06F16/23 , G06F16/2453
Abstract: Objects across multiple database manipulation language (DML) redo log records are cached, during continuous replay of redo log records on a secondary system, for the same table partition to enable reuse of such cached objects. Later, these cached objects can be reused as they are accessed during the sequential processing of DML redo records for a specific table partition.
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公开(公告)号:US20180260287A1
公开(公告)日:2018-09-13
申请号:US15452391
申请日:2017-03-07
Applicant: SAP SE
Inventor: Sarika Iyer , Vivek Kandiyanallur , Martin Heidel , Rolando Blanco , Stephan Kottler , Carsten Thiel , Peter Steinemann , Jörn Schmidt , Colin Florendo , Michael Muehle , Chaitanya Gottipati
Abstract: Objects across multiple database manipulation language (DML) redo log records are cached, during continuous replay of redo log records on a secondary system, for the same table partition to enable reuse of such cached objects. Later, these cached objects can be reused as they are accessed during the sequential processing of DML redo records for a specific table partition.
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公开(公告)号:US11775488B2
公开(公告)日:2023-10-03
申请号:US17699747
申请日:2022-03-21
Applicant: SAP SE
Inventor: Panfeng Zhou , Vivek Kandiyanallur , Colin Florendo , Robert Schulze , Zheng-Wei She , Yanhong Wang , Amarnadh Sai Eluri
CPC classification number: G06F16/213 , G06F16/221 , G06F16/2255 , G06N5/04
Abstract: System, method, and various embodiments for providing a data access and recommendation system are described herein. An embodiment operates by identifying a column access of one or more data values of a first column of a plurality of columns of a table of a database during a sampling period. A count of how many of the one or more data values are accessed during the column access are recorded. A first counter is incremented by the count. The sampling period is determined to have expired. A load recommendation on how to load data values into the first column based on the first counter is computed. The load recommendation for implementation into the database for one or more subsequent column accesses is provided.
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公开(公告)号:US11170023B2
公开(公告)日:2021-11-09
申请号:US15445593
申请日:2017-02-28
Applicant: SAP SE
Inventor: Colin Florendo , Michael Muehle , Thorsten Glebe , Rolando Blanco , Chaitanya Gottipati , Nirvik Basak , Martin Heidel , Peter Steinemann , Vivek Kandiyanallur , Shiping Chen , Sarika Iyer , Jörn Schmidt
IPC: G06F16/27 , G06F16/23 , G06F16/2455 , G06F11/20
Abstract: A computer implemented method for manipulating data comprises receiving log transaction information from a primary database system at a secondary database system and parsing the log transaction information to identify data objects that have been modified on the primary database system. The secondary database system determines whether the data objects are present in main memory on the secondary database system and whether the log transaction corresponds to a data manipulation language (DML) query or a data definition language (DDL) query. If the data objects are not in the main memory and the query is a DML query, they are copied from persistence data volumes to the main memory. The data objects in main memory are modified by replaying the log transactions on the data objects in the main memory. Then, the data objects in the persistence data volumes are modified. Related apparatus, systems, techniques and articles are also described.
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公开(公告)号:US20190026387A1
公开(公告)日:2019-01-24
申请号:US15692267
申请日:2017-08-31
Applicant: SAP SE
Inventor: Panfeng Zhou , Mihnea Andrei , Vivek Kandiyanallur , Xin Liu , Neeraj Kulkarni
IPC: G06F17/30
CPC classification number: G06F16/835 , G06F16/1744 , G06F16/21 , G06F16/258 , G06F16/86 , G06F16/90 , G06F16/907
Abstract: A system and method, including determining, by a processor, a data type for each column of a database table; determining, by the processor and based on the determined data type for each column of the database table, an indication of a size of the database table; calculating, by the processor and based on the determined indication of the size of the database table, a start nbit size for a nbit compression process to be used on the database table; specifying, by the processor, the calculated start nbit size for the nbit compression process; and compressing the database table by executing the nbit data compression process using the specified start nbit size.
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公开(公告)号:US11422743B2
公开(公告)日:2022-08-23
申请号:US16896033
申请日:2020-06-08
Applicant: SAP SE
Inventor: Vivek Kandiyanallur , Jia Feng , Alexander Chernavin , Chitong Chung , Shyam Sunder Reddy Avula , Xin Guo , Scott Hamilton , Clay Jacobs , Christopher de Castro , Kaushik Ghosh
IPC: G06F3/06
Abstract: A distributed storage system includes a primary storage system and a secondary storage system. The secondary storage system stores the actual data and the primary storage system stores metadata for the actual data. The metadata references at the primary storage system may be deleted without deleting the corresponding data at the secondary storage system. Snapshots of the metadata at the primary storage system are sent to the secondary storage system. The secondary storage system can compare two metadata snapshots received from the primary storage in order to determine whether data stored at the secondary storage system has been deleted at the primary storage system for longer than a retention period. Such data may be deleted to free up storage space at the secondary storage server.
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公开(公告)号:US11308047B2
公开(公告)日:2022-04-19
申请号:US16816511
申请日:2020-03-12
Applicant: SAP SE
Inventor: Panfeng Zhou , Vivek Kandiyanallur , Colin Florendo , Robert Schulze , Zheng-Wei She , Yanhong Wang , Amarnadh Sai Eluri
Abstract: System, method, and various embodiments for providing a data access and recommendation system are described herein. An embodiment operates by identifying a column access of one or more data values of a first column of a plurality of columns of a table of a database during a sampling period. A count of how many of the one or more data values are accessed during the column access are recorded. A first counter, corresponding to the first column and stored in a distributed hash table, is incremented by the count. The sampling period is determined to have expired. A load recommendation on how to load data values into the first column based on the first counter is computed. The load recommendation for implementation into the database for one or more subsequent column accesses is provided.
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公开(公告)号:US20210286777A1
公开(公告)日:2021-09-16
申请号:US16816511
申请日:2020-03-12
Applicant: SAP SE
Inventor: PANFENG ZHOU , Vivek Kandiyanallur , Colin Florendo , Robert Schulze , Zheng-wei She , Yanhong Wang , Amarnadh Sai Eluri
Abstract: System, method, and various embodiments for providing a data access and recommendation system are described herein. An embodiment operates by identifying a column access of one or more data values of a first column of a plurality of columns of a table of a database during a sampling period. A count of how many of the one or more data values are accessed during the column access are recorded. A first counter, corresponding to the first column and stored in a distributed hash table, is incremented by the count. The sampling period is determined to have expired. A load recommendation on how to load data values into the first column based on the first counter is computed. The load recommendation for implementation into the database for one or more subsequent column accesses is provided.
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公开(公告)号:US10824519B2
公开(公告)日:2020-11-03
申请号:US15953856
申请日:2018-04-16
Applicant: SAP SE
Inventor: Martin Heidel , Xin Liu , Christoph Roterring , Shiping Chen , Vivek Kandiyanallur , Stephan Kottler , Joern Schmidt
IPC: G06F11/14 , G06F16/21 , G06F16/22 , G06F16/23 , G06F16/2455
Abstract: Disclosed herein are system, method, and computer program product embodiments for a database recovery and optimization with batch processing system. An embodiment operates by retrieving a database log that includes a plurality of operations for modifying data of a database stored across a plurality of tables. From the database log, a plurality of consecutive insert operations for inserting data into the database are identified. The consecutive insert operations are sorted by table. The sorted insert operations are grouped into a batch message. The batch message is transmit to the database for replay. An acknowledgement is received that the replay has completed.
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10.
公开(公告)号:US20180150539A1
公开(公告)日:2018-05-31
申请号:US15365396
申请日:2016-11-30
Applicant: SAP SE
Inventor: Mihnea Andrei , Rolando Blanco , Shiping Chen , Martin Heidel , Vivek Kandiyanallur , Thomas Peh , Joern Schmidt , Liang Song , Peter Steinemann
IPC: G06F17/30
CPC classification number: G06F16/2379 , G06F16/2358
Abstract: A computer implemented method for manipulating data comprises receiving log transaction information from a primary database system at a secondary database system and parsing the log transaction information to identify data objects that have been modified on the primary database system. The secondary database system determines whether the data objects are present in main memory on the secondary database system. If the data objects are not in the main memory, they are copied from persistence data volumes to the main memory. The data objects are modified by replaying the log transactions on the data objects in the main memory. Then, the data objects in the persistence data volumes are modified. Related apparatus, systems, techniques and articles are also described.
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