公开(公告)号：US20240037076A1

公开(公告)日：2024-02-01

申请号：US18448641

申请日：2023-08-11

申请人： Liquibase, Inc.

发明人： Charles Steven Suehs ,  Peter J. Pickerill ,  Robert E. Reeves ,  Daniel P. Nelson

IPC分类号： G06F16/21

CPC分类号： G06F16/211

摘要： Database servers may maintain a database according to a database schema. A database change management system can include a profile service configured to collect database profile information and a simulation service configured to receive a set of changes to be simulated for the database and simulate an application of the set of changes to the database. A forecast service can be configured to receive a result of a simulation from the simulation service and database profile information and generate a report indicative of a prediction of a failure or success of an implementation of the set of changes.

公开(公告)号：US12013824B1

公开(公告)日：2024-06-18

申请号：US17161334

申请日：2021-01-28

申请人： Liquibase Inc.

发明人： Robert E. Reeves ,  Peter James Pickerill

IPC分类号： G06F16/21 ,  G06F11/34 ,  G06F16/23 ,  G06F16/245 ,  G06F16/2453 ,  G06N5/025 ,  G06N20/00

CPC分类号： G06F16/213 ,  G06F11/3428 ,  G06F16/2358 ,  G06F16/24542 ,  G06N5/025 ,  G06N20/00

摘要： Embodiments provide systems, methods, and computer program products that utilize artificial intelligence/machine learning to process database change data and correlated performance data to predict the impact of database changes and generate rules with respect to database changes to prevent undesired behavior or promote increased performance.

公开(公告)号：US20240289307A1

公开(公告)日：2024-08-29

申请号：US18656240

申请日：2024-05-06

申请人： LIQUIBASE INC.

发明人： Robert E. Reeves ,  Peter James Pickerill

IPC分类号： G06F16/21 ,  G06F11/34 ,  G06F16/23 ,  G06F16/2453 ,  G06N5/025 ,  G06N20/00

CPC分类号： G06F16/213 ,  G06F11/3428 ,  G06F16/2358 ,  G06F16/24542 ,  G06N5/025 ,  G06N20/00

摘要： Embodiments provide systems, methods, and computer program products that utilize artificial intelligence/machine learning to process database change data and correlated performance data to predict the impact of database changes and generate rules with respect to database changes to prevent undesired behavior or promote increased performance.

公开(公告)号：US11775486B2

公开(公告)日：2023-10-03

申请号：US17180178

申请日：2021-02-19

申请人： Datical, Inc.

发明人： Charles Steven Suehs ,  Peter J. Pickerill ,  Robert E. Reeves ,  Daniel P. Nelson

IPC分类号： G06F16/21

CPC分类号： G06F16/211

摘要： Database servers may maintain a database according to a database schema. A database change management system can include a profile service configured to collect database profile information and a simulation service configured to receive a set of changes to be simulated for the database and simulate an application of the set of changes to the database. A forecast service can be configured to receive a result of a simulation from the simulation service and database profile information and generate a report indicative of a prediction of a failure or success of an implementation of the set of changes.