Eric P. Xing
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on a stage with
- Abutalib Aghayevonce
- Aurick Qiaoonce
- Garth A. Gibsononce
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| title | conference | date |
|---|---|---|
| Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning | 15th 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… | ||
| STRADS-AP: Simplifying Distributed Machine Learning Programming without Introducing a New Programming Model | USENIX ATC '19 | 2019-07-10 |
STRADS-AP automatically parallelizes ordinary sequential ML code so that converting published algorithms to a cluster requires few mechanical changes rather… | ||
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