Distributed Computing

Practical guides, tutorials, and updates from the Polyaxon team.

Latest articles

The latest guides, tutorials, and product updates.

Run persistent Dask and Ray clusters on Polyaxon

Launch Dask or Ray clusters with Polyaxonfiles, submit repeated work, and control worker capacity, durable outputs, and cluster lifetimes.

Sep 26, 2026

ProductDaskRay

Reuse a persistent Ray cluster with Polyaxon

Keep a Polyaxon-managed Ray cluster available for repeated job submissions, with explicit resource settings, job identities, storage, and shutdown ownership.

Sep 22, 2025

ProductRayDistributed Computing