09542296 is referenced by 2 patents and cites 26 patents.

In a provider network, attributes of one of a plurality of storage devices of the provider network are identified for failure monitoring. Based on a failure prediction model, a predicted probability of failure of the selected storage device is determined. The failure prediction model is based on historical and current data associated with failures of the storage devices of the provider network that have common attributes. The selected storage device is deactivated in response to determining that the predicted probability of failure of the selected storage device meets a criterion.

Title
Disk replacement using a predictive statistical model
Application Number
14/557374
Publication Number
9542296 (B1)
Application Date
December 1, 2014
Publication Date
January 10, 2017
Inventor
Stefan Letz
Cape Town
ZA
Ross Bevan Engers
Cape Town
ZA
Agent
Baker & Hostetler
Assignee
Amazon Technologies
WA, US
IPC
G06F 11/10
G06F 11/20
G06F 11/34
G06F 11/00
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