Seagate Technology Incorporated

Wenjuan Wang

Bruce D Emo

Jason Matthew Feist

Sailaja Venkata Chilaka

Nicholas Scott Eggert

Satya V Allumallu

Method and apparatus for predicting data storage device failures using adaptive failure prediction modeling. In some embodiments, monitored parameters are used to predict a potential imminent failure of a first data storage device using a first copy of a first failure prediction model (FPM). Data associated with the predicted potential imminent failure are transferred by the device across a computer network to a host device. The host device generates an updated, second FPM responsive to the transferred data as well as from data from at least a second data storage device transmitted across the computer network having a second copy of the first FPM. A first copy of the updated, second FPM is transferred, via the network, for use by the second data storage device.

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Edina, MN, United States of America

Wenjuan Wang