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Aurick Qiao

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Sponsored Session: Arctic Inference: Breaking the Speed-Cost Tradeoff in LLM ServingPyTorch Conference 20252025-10-22
Arctic Inference is an open‑source vLLM extension that ships specific optimizations: Shift Parallelism (combines tensor and sequence parallelism to match…
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Arctic Inference: Open-Source LLM Inference Optimizations at SnowflakeAI_dev Europe 20252025-08-28
Arctic Inference is an open‑source vLLM plugin that implements shift parallelism, speculative decoding, suffix decoding and SwiftKV and wires them into vLLM as…
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Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
Pollux builds a co-adaptive scheduler that jointly models system throughput and statistical efficiency, introduces the goodput metric (their product), and…
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