Preemptive deep diagnostics and health checking of resources in disaggregated data centers

A system for preemptive deep diagnostics of resources in a disaggregated computing system, comprising:

• a processor executing instructions stored in a memory device;
• wherein the processor:
• responsive to detecting a threshold breach of a recurrent event associated with a first resource of a first resource type executing a workload, generates an alert;
• responsive to receiving the alert, ceases the execution of the workload on the first resource;
• identifies and invokes health check diagnostics on the first resource based on the alert and a server telemetry;
• maps results of the health check diagnostics to a set of learned failure patterns;
• and
• predicts a potential failure of the first resource based on the mapping.

A computer program product for preemptive deep diagnostics of resources in a disaggregated computing system, by a processor, the computer program product embodied on a non-transitory computer-readable storage medium having computer-readable program code portions stored therein, the computer-readable program code portions comprising:

• an executable portion that, responsive to detecting a threshold breach of a recurrent event associated with a first resource of a first resource type executing a workload, generates an alert;
• an executable portion that, responsive to receiving the alert, ceases the execution of the workload on the first resource;
• an executable portion that identifies and invokes health check diagnostics on the first resource based on the alert and a server telemetry;
• an executable portion that maps results of the health check diagnostics to a set of learned failure patterns;
• and
• an executable portion that predicts a potential failure of the first resource based on the mapping.