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Eric Liang

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titleconferencedate
ExoFlow: A Universal Workflow System for Exactly-Once DAGsOSDI 20232023-07-10
ExoFlow implements a workflow runtime that decouples execution from recovery, providing exactly-once semantics via a separate recovery layer, task annotations…
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Ownership: A Distributed Futures System for Fine-Grained TasksNSDI ’212021-04-12
Ownership claims a decentralized runtime that shards metadata by object owner, trades global persistence for simple recovery, and achieves 1ms latency per task…
Talk on
Ray: A General Purpose Serverless Substrate?Ray Summit 20202020-09-30
Ray 1.0 positions Ray as a general-purpose serverless substrate that supports stateful actors, tasks, and a shared-memory object store so ML training and data…
Talk on
RLlib: Scalable RL for TensorFlow, PyTorch, and BeyondRay Summit 20202020-09-30
RLlib presents a unified API and cluster runtime that runs TensorFlow and PyTorch at scale, with RLlib 1.0 claiming 100% PyTorch parity, NVF-MPO and Dreamer…
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