| CPC G06F 11/004 (2013.01) [G06N 5/022 (2013.01); G06F 2201/86 (2013.01)] | 20 Claims |

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1. A computer-implementable method for performing a data center monitoring and management operation, comprising:
receiving data center asset data for a plurality of data center assets to a fan monitoring system executing on a data center monitoring and management console, the data center asset data comprising data center asset fan associated data;
providing the data center asset fan associated data to a fan failure prediction model; and,
training the fan failure prediction model using the data center asset fan associated data; and wherein
the data center monitoring and management console is located remotely from the plurality of data center assets.
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