Optimizing dynamical resource allocations based on locality of resources in disaggregated data centers

A system for optimizing dynamic resource allocations in a disaggregated computing environment, the system comprising:

• a processor device executing instructions stored in a memory device, wherein the processor device:
• constructs a data heat map associated with a data access pattern of data elements associated with a workload;
• determines a locality of the data elements associated with the workload within the disaggregated computing environment using the data heat map;
• and
• assigns particular resources within pools of resources to a dynamically constructed disaggregated system in real-time based upon the locality of the data elements in relation to other ones of the resources within the pools of resources;
• wherein the dynamically constructed disaggregated system executes the workload using an optimized set of the particular resources.

A computer program product for optimizing dynamic resource allocations in a disaggregated computing environment, by a processor device, 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 constructs a data heat map associated with a data access pattern of data elements associated with a workload;
• an executable portion that determines a locality of the data elements associated with the workload within the disaggregated computing environment using the data heat map;
• and
• an executable portion that assigns particular resources within pools of resources to a dynamically constructed disaggregated system in real-time based upon the locality of the data elements in relation to other ones of the resources within the pools of resources;
• wherein the dynamically constructed disaggregated system executes the workload using an optimized set of the particular resources.