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Hao Zhang

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DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language...18th USENIX Symposium on Operating Systems Design and Implementation (OSDI '24)2024-07-10
System disaggregates prefill and decoding onto separate GPUs, assigns independent parallelism and resource plans for each phase, and places instances to cut…
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AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning ServingOSDI 20232023-07-10
AlpaServe uses model parallelism not just to fit big models but to statistically multiplex GPUs across many models, trading partition overhead for burst…
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Embedded Systems DesignCODES+ISSS 20222022-10-07
Amphis claims a semi‑supervised adversarial controller can directly generate Pareto‑optimal hardware configurations for reconfigurable processors, avoiding…
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TouchID: User Authentication on Mobile Devices via Inertial-Touch Gesture AnalysisUbiComp 20212021-09-21
Combines on-screen touch data and phone inertial sensors to authenticate users by analyzing how a graphic unlock pattern is performed, implemented on…
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ALWAES: Automatic Location-Aware Correction System for Online Delivery PlatformsUbiComp 20212021-09-21
ALWAES automatically detects and corrects merchant location errors by mining courier travel times from 10+ million orders, training a distance-estimation…
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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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Collective-on-Ray: High-performance Collective Communication for Distributed Machine Learning on RayRay Summit 20212021-06-22
Ray-native Python collective primitives run on top of Python bindings to NCCL and Gloo and implement all-reduce, broadcast, point-to-point and declarative…
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Towards Age-friendly Exergame Design: The Role of FamiliarityCHI PLAY 20192019-10-22
Field study with 59 Singaporean older adults tests four custom upper‑limb exergames — Basketball Genius, Escape Room, Ping Pong, Flying Eagle — and defines…
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