Author

Shubham Jain

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Preprint Jul 2026

Roomie: Interference-Aware Colocation for Efficient Model Serving

Roomie is presented, a model serving orchestration architecture that predicts and avoids kernel-level interference between colocated DNNs, and reduces SLO violations by up to 3x, while maintaining comparable, and in many cases superior, goodput relative to existing approaches.

Youssouph Faye, Francescomaria Faticanti, Shubham Jain et al. · 0 citations