Abstract: Apparatuses, systems, and techniques to help processing resources used cause one or more systems in a distributed computing environment to be checked by one or more checks. In at least one embodiment, said one or more checks help identify one or more unhealthy nodes based, at least in part, on how many nodes are in a workload.

Abstract: Apparatuses, systems, and techniques to select computer systems to perform portions of one or more programs in parallel based, at least in part, on the computer systems' ability to perform the portions at substantially a same performance level. In at least one embodiment, a system includes one or more circuits to select one or more computer systems based, at least in part, on identifying one or more logical partitions of the computer systems based, at least in part, on one or more attributes of one or more programs associated with the one or more computer systems.

Abstract: Apparatuses, systems, and techniques for scheduling instructions in a cluster to guarantee GPU-CPU alignment for these instructions. In at least one embodiment, jobs are scheduled based on constraints on job sizes and job placement. In at least one embodiment, a processor comprises circuits to schedule instructions to be performed by processors based on latency of interconnects coupled to these processors.

Abstract: Apparatuses, systems, and techniques to schedule one or more workloads to one or more computers by comparing one or more performance metrics of the one or more workloads to be performed using one or more computers with one or more performance metrics of the one or more workloads to be performed using a simulation of the one or more computers.