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Zibo Wang

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Accelerating Model Training on Ascend Chips: An Industrial System for Profiling...USENIX ATC '252025-07-07
Hermes is an industrial system that combines cost-to-find profiling (lightweight monitor that triggers fine-grained traces) with a hierarchical inter- and…
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Autothrottle: A Practical Bi-Level Approach to Resource Management for SLO-Targeted...21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
A bi-level framework called Autothrottle pairs lightweight per-service controllers (Captain) with an application-level learner (Tower) that outputs throttle…
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AutoSys: The Design and Operation of Learning-Augmented SystemsUSENIX ATC '202020-07-15
AutoSys is a unified framework that runs Hyperband, TPE, SMAC tuners and trial benchmarks to auto-tune five Web Search engines (selection, ranking, KV stores)…
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