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Jayashree Mohan

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Taming Throughput-Latency Tradeoff in LLM Inference with Sarathi-Serve18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
Describes a scheduler that splits large prefill passes into chunked-prefills and constructs stall-free schedules that mix those chunks with decode batches to…
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CheckFreq: Frequent, Fine-Grained DNN CheckpointingFAST '212021-02-23
CheckFreq implements two-phase checkpointing (snapshot in GPU or CPU then asynchronous persist) plus a resumable iterator and online profiling with adaptive…
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