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[Opening Keynote] State of Ray

Talkat Ray Summit 2021 · 2021-06-22..06-24· [large-language-models]
slides:none on file

Ray reports concrete growth and engineering wins: 480 contributors and production wins like XGBoost running 5x faster on Ray and Dask workloads running 13x faster while clusters scale 7x and job cost falls to 30% of original. Scalability work supports petabytes/hour throughput and deployments across 200,000 cores. New runtime features include Ray Client for remote development, environments for consistent dependency syncing, object spilling and memory improvements, and a revamped serving system (rayserve) for production.

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