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titleconferencedate
The Evolution of Multi-GPU Inference in vLLMRay Summit 20242024-09-30
vLLM shards 405B-class models across GPUs using tensor + pipeline parallelism, rearchitects the control plane to use Ray compiled graph with GPU RDMA and Niel…
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Data Processing on RayRay Summit 20212021-06-22
Ray adds concrete features to run large-scale ETL and ETL→ML pipelines: it implements memory-aware scheduling and locality-aware placement to avoid needless…
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Data Processing on RayPyCon US 20212021-05-14
Ray adds concrete systems work: locality-aware scheduling and admission control so tasks aren’t placed where inputs won’t fit; a decentralized memory manager…
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Debugging and Observability for Distributed Ray ApplicationsRay Summit 20202020-09-30
Describes concrete debugging and observability features added to Ray: a memory view that shows object references and call sites, custom metrics recorded via a…
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