Machine learning based database anomaly prediction

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United States of America Patent

PATENT NO 11823014
APP PUB NO 20200160211A1
SERIAL NO

16198519

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Abstract

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A method for machine learning based database management is provided. The method may include training a machine learning model to detect an anomaly that is present and/or developing in a database system. The anomaly in the database system may be detected by at least processing, with a trained machine learning model, one or more performance metrics for the database system. In response to detecting the presence of the anomaly at the database system, one or more remedial actions may be determined for correcting and/or preventing the anomaly at the database system. The one or more remedial actions may further be sent to a database management system associated with the database system. Related systems and articles of manufacture are also provided.

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Patent Owner(s)

  • SAP SE

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
A, P Lohit Kumar Bangalore, IN 2 0
Kumar, Rajendra Bangalore, IN 127 5626
R, Venkatesh Bangalore, IN 5 24
Wolf, Heinz Weingarten, DE 15 86

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