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PluS: Highly Efficient and Expandable ML Compiler with Pluggable Graph SchedulesUSENIX ATC '252025-07-07
PluS implements a loop-centric plus graph abstraction plus a pattern warehouse for decoupled subgraph matching and a PluS code template interface, letting…
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WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model TrainingOSDI '252025-07-07
Analysis finds up to 1.4× GPU compute skew in Llama 3 400B traces and pins sources to pipeline-level packing and context-level sharding. The system implements…
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