US 12,224,916 B2
Data center monitoring and management operation including data center analytics data cluster reconstruction operation
Raja Neogi, Portland, OR (US); and Khayam Anjam, Austin, TX (US)
Assigned to Dell Products L.P., Round Rock, TX (US)
Filed by Dell Products L.P., Round Rock, TX (US)
Filed on May 12, 2023, as Appl. No. 18/196,460.
Prior Publication US 2024/0380674 A1, Nov. 14, 2024
Int. Cl. H04L 41/16 (2022.01); G06N 3/0442 (2023.01)
CPC H04L 41/16 (2013.01) [G06N 3/0442 (2023.01)] 20 Claims
OG exemplary drawing
 
1. A computer-implementable method for performing a data center management and monitoring operation, comprising:
providing a plurality of data center assets with a plurality of respective data center asset client modules;
establishing a connection between each of the plurality of respective data center asset client modules and a connectivity management system, the connectivity management system comprising a connectivity management system aggregator, the establishing the connection between the plurality of respective data center asset client modules and the connectivity management system establishing the connectivity management system in a trusted state and claimed state, the trusted state indicating a channel of communication with the connectivity management system client is guaranteed, the claimed state indicating the connectivity management system client is authenticated and bound to a user of a data center service provided by a data center monitoring and management console;
receiving data center data from the plurality of data center assets within a data center via the connection between each of the plurality of respective data center asset client modules and the connectivity management system, the data center data comprising data center telemetry data;
compressing the data center telemetry data to provide compressed data center data; and,
performing a data center analytics reconstruction operation, the data center analytics reconstruction operation reconstructing the compressed data center data to provide decompressed data center telemetry data, the data center analytics reconstruction operation using a gated recurrent unit (GRU) network generator.