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Hao Chen

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titleconferencedate
How to Scale Unstructured Data Processing with Ray DataRay Summit 20242024-09-30
Ray Data on Anyscale claims to solve unstructured workloads by combining a streaming batch model with adaptive scheduling so GPU and CPU stages run…
Talk on
Compositional Virtual Timelines: Verifying Dynamic-Priority Partitions with Algorithmic TemOOPSLA 20222022-12-05
Claims a formally verified real-time OS kernel that enforces budget-enforcing EDF partitions and proves temporal isolation between partitions under the…
Talk
Campo: Cost-Aware Performance Optimization for Mixed-Precision Neural Network...USENIX ATC '222022-07-11
Campo is a tool that models per-operator FP16 performance and the cost of FP16/FP32 casts using hardware counters, then rewrites TensorFlow graphs to apply…
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SpanDB: A Fast, Cost-Effective LSM-tree Based KV Store on Hybrid StorageFAST '212021-02-23
SpanDB adapts RocksDB to put write-ahead logs and the top LSM levels on a small NVMe while keeping bulk SSTables on cheaper SSDs, implements SPDK for polling…
Talk on
The Java API and Cross Language Programming on RayRay Summit 20202020-09-30
Ant Group reports a Java API released with Ray 1.0 that turns Java static methods and classes into Ray tasks and actors with ObjectRef futures, Maven…
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