Clustering process for software server failure prediction

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United States of America Patent

PATENT NO 7761745
APP PUB NO 20090132864A1
SERIAL NO

12360063

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Abstract

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Embodiments of the present invention allow the prevention and/or mitigation of damage caused by server failure by predicting future failures based on historic failures. Statistical data for server parameters may be collected for a period of time immediately preceding a historic server failure. The data may be clustered to identify cluster profiles indicating strong pre-fault clustering patterns. Real time statistics collected during normal operation of the server may be applied to the cluster profiles to determine whether real time statistics show pre-fault clustering. If such a pattern is detected, measures to prevent or mitigate server failure may be initiated.

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Patent Owner(s)

Patent OwnerAddress
LENOVO INTERNATIONAL LIMITED979 KING'S ROAD 23/F LINCOLN HOUSE TAIKOO PLACE QUARRY BAY

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Garbow, Zachary A Rochester, US 58 1114

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