Method and system for generating latency aware workloads using resource devices in a resource device pool

A non-transitory computer readable medium comprising computer readable program code, which when executed by a computer processor enables the computer processor to perform a method for managing data, the method comprising:

• obtaining, by a management module, a workload generation request, wherein the workload generation request specifies a plurality of resource devices;
• identifying available resource devices in a resource device pool based on the plurality of resource devices;
• performing a latency analysis on the available resource devices to obtain a plurality of resource device combinations and a total latency cost of each resource device combination;
• and
• selecting a resource device combination of the plurality of resource device combinations based on the total latency cost of each resource device combination, wherein the resource device combination comprises a second plurality of resource devices and wherein each of the second plurality of resource devices is one of the plurality of resource devices.

A system, comprising:

• a processor;
• and
• memory comprising instructions, which when executed by the processor, perform a method, the method comprising:
• obtaining, by a management module, a workload generation request, wherein the workload generation request specifies a plurality of resource devices;
• identifying available resource devices in a resource device pool based on the plurality of resource devices;
• performing a latency analysis on the available resource devices to obtain a plurality of resource device combinations and a total latency cost of each resource device combination;
• and
• selecting a resource device combination of the plurality of resource device combinations based on the total latency cost of each resource device combination, wherein the resource device combination comprises a second plurality of resource devices and wherein each of the second plurality of resource devices is one of the plurality of resource devices.