Abstract: An apparatus includes: a memory configured to store a graph data structure comprising a plurality of nodes representing computing resources and workloads within a computing environment; and a processor configured to: instantiate, in the graph data structure in response to a migration of a workload from a first computing resource to a second computing resource, a first node representing a state of the workload at the first computing resource before the migration; associate an edge connecting the first node to a second node representing a state of the workload at the second computing resource after the migration, wherein the edge represents a performance metric associated with the migration; and process the graph data structure comprising the first node and the edge using a Graph Neural Network (GNN) to determine an action associated with the migration of the workload.

Abstract: Some aspects of the present disclosure relate to an apparatus comprising interface circuitry, machine-readable instructions and processing circuitry to execute the machine-readable instructions to allocate a plurality of virtual processors to a virtual machine, VM, wherein the VM is executing a workload and running on a host, the host comprising a processing circuitry comprising a plurality of processing cores of a first performance category and a plurality of processing cores of a second performance category. Further, the machine-readable instructions and processing circuitry are to assign each of the plurality of virtual processors either to a processing core of the first performance category or to a processing core of the second performance category.

Abstract: A system may include a graphics processing unit including a command counter. The system may also include a general-purpose processor to: in response to a detection of a timing signal, determine a count value of the command counter included in the graphics processing unit; determine a first threshold range of a plurality of threshold ranges that matches the determined count value of the command counter; select, based on the determined first threshold range, a first configuration profile of a plurality of configuration profiles for the graphics processing unit; and cause the graphics processing unit to use the selected first configuration profile. Other embodiments are described and claimed.

Abstract: A system may include a graphics processing unit including a command counter. The system may also include a general-purpose processor to: in response to a detection of a timing signal, determine a count value of the command counter included in the graphics processing unit; determine a first threshold range of a plurality of threshold ranges that matches the determined count value of the command counter; select, based on the determined first threshold range, a first configuration profile of a plurality of configuration profiles for the graphics processing unit; and cause the graphics processing unit to use the selected first configuration profile. Other embodiments are described and claimed.