US 12,216,530 B2
Data center monitoring and management operation for predicting memory failures within a data center
Deepak NagarajeGowda, Cary, NC (US)
Assigned to Dell Products L.P., Round Rock, TX (US)
Filed by Dell Products L.P., Round Rock, TX (US)
Filed on Apr. 28, 2023, as Appl. No. 18/140,921.
Prior Publication US 2024/0362102 A1, Oct. 31, 2024
Int. Cl. G06F 11/00 (2006.01); G06F 11/07 (2006.01)
CPC G06F 11/0772 (2013.01) [G06F 11/0793 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A computer-implementable method for performing a data center monitoring and management operation, comprising:
receiving data center data for a data center, the data center data comprising data center memory associated data;
receiving data center asset data for a plurality of data center assets, the data center asset data comprising data center asset memory associated data;
providing the data center memory associated data and the data center asset memory associated data to a memory failure prediction model; and,
training the memory failure prediction model using the data center memory associated data and the data center asset memory associated data; and wherein
the data center asset memory associated data comprises a memory module capacity feature, a number of memory chips per memory module feature, a current age of the data center asset feature, a memory module density on the data center asset feature, and a processor utilization of each memory module feature.