Orchestration & Scheduling

Workload orchestration

Workload orchestration is the process of deciding where, when, and how a compute job runs across available infrastructure, based on priority, resource needs, and constraints.

For GPU infrastructure specifically, workload orchestration has to account for GPU-specific constraints like memory footprint and interconnect topology, not just CPU and RAM like traditional schedulers.

How hosted·ai approaches this

See how hosted·ai schedules multi-tenant GPUaaS workloads for hosted·ai's approach to workload orchestration.

Related terms