Data center monitoring and management operation including data center analytics data cluster reconstruction operation

A system comprising:

• a processor;
• a data bus coupled to the processor;
• a data center asset client module;
• and,
• a non-transitory, computer-readable storage medium embodying computer program code, the non-transitory, computer-readable storage medium being coupled to the data bus, the computer program code interacting with a plurality of computer operations and comprising instructions executable by the processor and configured for:
• 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.

A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:

• 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.