Server failure predictive model

A failure prediction subsystem may obtain metrics information from a set of servers, the metrics information including measurements of the operation of the set of servers. The failure prediction subsystem may then determine a mean time between failures for at least one server of the set of servers b...

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Bibliographische Detailangaben
1. Verfasser: Delange, Julien
Format: Patent
Sprache:eng
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Zusammenfassung:A failure prediction subsystem may obtain metrics information from a set of servers, the metrics information including measurements of the operation of the set of servers. The failure prediction subsystem may then determine a mean time between failures for at least one server of the set of servers by at least providing a portion of the metrics information as an input to a machine learning algorithm. The machine learning algorithm may output a mean time between failure for at least one server of the set of servers and the failure prediction subsystem may determine if mitigating action should be taken based at least in part on the mean time between failure.