Overview
Polyaxon scheduling controls where workloads run, which resources they request, how they are prioritized, and which execution rules apply before and during runtime.
Use this section when you need to route jobs, services, distributed workloads, or interactive sessions through the right queues, resource pools, presets, and Kubernetes entities.
Scheduling Strategies
Scheduling strategies cover the operational behavior of workload execution:
- Queues and external scheduling.
- CPU, memory, GPU, and node placement.
- Priority and concurrency.
- Conditional scheduling and manual approvals.
- Backfills, restarts, termination, caching, and cost estimation.
Scheduling Presets
Scheduling presets package reusable workload settings so users do not need to repeat common configuration in every operation.
Use presets for shared queues, resources, service timeouts, workload security context, machine catalogs, and team conventions.
Kubernetes Entities
Kubernetes entity guides explain how to use service accounts, security context, volumes, secrets, and config maps with Polyaxon workloads.
Polyaxonfile Reference
The Polyaxonfile schema now lives under Reference > Polyaxonfile. Use that section for exact component, operation, environment, parameter, context, and validation fields.