Y. Charlie Hu
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| title | conference | date |
|---|---|---|
| PPipe: Efficient Video Analytics Serving on Heterogeneous GPU Clusters via... | USENIX ATC '25 | 2025-07-07 |
PPipe implements pool-based pipeline parallelism to split CNN models across heterogeneous GPUs, uses an MILP-based control plane to pick partition points and… | ||
| SLearn - A Case for Task Sampling based Learning for Cluster Job Scheduling | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
SLearn proposes learning in space by running a small, high-priority sample of tasks per job to estimate average task duration and total job size, then… | ||
| Proactive Energy-Aware Adaptive Video Streaming on Mobile Devices | USENIX ATC '21 | 2021-07-14 |
Integrates a user energy budget into ABR logic by adding a power predictor and controller to an MPC-based ABR with power predictor, implemented for 360° video… | ||
| Your Coflow has Many Flows: Sampling them for Fun and Speed | USENIX ATC '19 | 2019-07-10 |
A new scheduler called Philae samples a few flows per coflow (typically sampling 1% of flows or only for coflows with ≥7 flows), pre-schedules those samples at… | ||
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