product · May 20, 2026
Anyscale Launches Persistent Ray Cluster and Actor Dashboards
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Anyscale launched persistent Ray Cluster and Actor dashboards on May 15, 2026. The dashboards use the Ray Event Export Framework to retain workload and cluster data after jobs end. Prior limitations included ephemeral cluster data on shutdown, 10-minute retention for dead nodes, and a 100,000-entry cap for terminated actors. Developers now debug post-shutdown with full persistence for thousands of nodes and millions of tasks. Anyscale demonstrated the dashboards on a Ray Data audio embeddings pipeline processing 19,000 clips that took over one hour instead of the expected 10 minutes due to CPU actor serialization on GPU nodes.
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