Technologies for managing allocation of accelerator resources

One or more machine-readable storage media comprising a plurality of instructions stored thereon that, in response to being executed, cause an orchestrator server to:

• assign a workload to a managed node for execution;
• determine a predicted demand for one or more accelerator resources to accelerate the execution of one or more jobs within the workload;
• provision, prior to the predicted demand, one or more accelerator resources to accelerate the one or more jobs;
• and
• allocate the one or more provisioned accelerator resources to the managed node to accelerate the execution of the one or more jobs.

An orchestrator server to dynamically manage the allocation of accelerator resources, the orchestrator server comprising:

• circuitry for assigning a workload to a managed node for execution;
• means for determining a predicted demand for one or more accelerator resources to accelerate the execution of one or more jobs within the workload;
• circuitry for provisioning, by the orchestrator server and prior to the predicted demand, one or more accelerator resources to accelerate the one or more jobs;
• and
• circuitry for allocating the one or more provisioned accelerator resources to the managed node to accelerate the execution of the one or more jobs.

A method for dynamically managing the allocation of accelerator resources, the method comprising:

• assigning, by an orchestrator server, a workload to a managed node for execution;
• determining, by the orchestrator server, a predicted demand for one or more accelerator resources to accelerate the execution of one or more jobs within the workload;
• provisioning, by the orchestrator server and prior to the predicted demand, one or more accelerator resources to accelerate the one or more jobs;
• and
• allocating, by the orchestrator server, the one or more provisioned accelerator resources to the managed node to accelerate the execution of the one or more jobs.