Technologies for Predictively Managing Heat Generation in a Datacenter

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:

• receive resource allocation objective data, wherein the resource allocation objective data indicates at least a target temperature of a resource to be achieved by one or more of a plurality of managed nodes;
• determine an initial assignment of a set of workloads among the managed nodes;
• receive telemetry data from the managed nodes, wherein the telemetry data is indicative of resource utilization by each of the managed nodes and is indicative of one or more temperatures and fan speeds of the managed nodes as the workloads are performed;
• predict future heat generation of the workloads as a function of the telemetry data;
• determine, as a function of the predicted future heat generation, an adjustment to the assignment of the workloads to achieve the target temperature;
• and
• apply the adjustments to the assignments of the workloads among the managed nodes as the workloads are performed.

An orchestrator server to allocate resources of a set of managed nodes to workloads to manage heat generation, the orchestrator server comprising:

• circuitry for receiving resource allocation objective data, wherein the resource allocation objective data indicates at least a target temperature of a resource to be achieved by one or more of the managed nodes;
• circuitry for determining an initial assignment of a set of workloads among the managed nodes;
• circuitry for receiving telemetry data from the managed nodes, wherein the telemetry data is indicative of resource utilization by each of the managed nodes and is indicative of one or more temperatures and fan speeds of the managed nodes as the workloads are performed;
• means for predicting future heat generation of the workloads as a function of the telemetry data;
• means for determining, as a function of the predicted future heat generation, an adjustment to the assignment of the workloads to achieve the target temperature;
• and
• means for applying the adjustments to the assignments of the workloads among the managed nodes as the workloads are performed.

A method for allocating resources of a set of managed nodes to workloads to manage heat generation, the method comprising:

• receiving, by an orchestrator server, resource allocation objective data, wherein the resource allocation objective data indicates at least a target temperature of a resource to be achieved by one or more of the managed nodes;
• determining, by the orchestrator server, an initial assignment of a set of workloads among the managed nodes;
• receiving, by the orchestrator server, telemetry data from the managed nodes, wherein the telemetry data is indicative of resource utilization by each of the managed nodes and is indicative of one or more temperatures and fan speeds of the managed nodes as the workloads are performed;
• predicting, by the orchestrator server, future heat generation of the workloads as a function of the telemetry data;
• determining, by the orchestrator server and as a function of the predicted future heat generation, an adjustment to the assignment of the workloads to achieve the target temperature;
• and
• applying, by the orchestrator server, the adjustments to the assignments of the workloads among the managed nodes as the workloads are performed.