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mlsys-related-work

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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.

When to use

• positioning an MLSys submission
• auditing positioning and novelty
• mapping ML-systems literature across venues
• handling arXiv-first and open-source-first prior work
• comparing against production systems without papers
• writing the delta statement
• building the capability table
• addressing the freshness problem

When not to use

• citing famous ML-systems work to the wrong venue
• claiming 'first to X' without qualification
• dismissing unpublished systems as 'not peer-reviewed'
• creating comparison tables with unverified negative cells

Skill page

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