Individual skill
mlsys-related-work
Use when positioning an MLSys submission against the fast-moving ML-systems literature scattered across OSDI, SOSP, NSDI, ASPLOS, and ML venues, handling arXiv-first and open-source-first prior work, comparing against production systems that have no paper, and writing the delta statement two reviewer cultures will both accept.
MLSys-Skills/skills/mlsys-related-work/SKILL.md
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# MLSys Related Work
Use this to audit positioning and novelty. The core difficulty is that MLSys's literature
does not live at MLSys: the field's landmark systems are spread across OS, architecture,
networking, and ML conferences, plus arXiv reports and repositories that never became
papers. A related-work section here is judged on whether it maps that whole territory,
not one venue's proceedings.
## The five lanes to cover
| Lane | Where it publishes | What reviewers check |
|---|---|---|
| ML-systems venue work | MLSys proceedings (proceedings.mlsys.org) | Do you know this venue's own line on your topic? |
| Classical systems venues | OSDI, SOSP, NSDI, ASPLOS, ATC, EuroSys, SC | Is the nearest big-venue system compared or distinguished? |