Research Overview

Research Overview

Zeus is rooted on multiple research papers. Even more research is ongoing, and Zeus will continue to expand and get better at what it's doing.

1. Zeus (NSDI 23): Paper | Blog | Slides
2. Chase (ICLR Workshop 23): Paper
3. Perseus (SOSP 24): Paper | Blog | Slides
4. The ML.ENERGY Benchmark (NeurIPS 25 D&B Spotlight): Paper | Repository | Leaderboard
5. Where Do the Joules Go? Diagnosing Inference Energy Consumption: ArXiv | Blog

Please cite the NSDI 2023 paper to reference the open-source Zeus library in general:

@inproceedings{zeus-nsdi23,
    title     = {Zeus: Understanding and Optimizing {GPU} Energy Consumption of {DNN} Training},
    author    = {Jie You and Jae-Won Chung and Mosharaf Chowdhury},
    booktitle = {USENIX NSDI},
    year      = {2023}
}