Search Results for author: Gerry Wan

Found 1 papers, 0 papers with code

ServeFlow: A Fast-Slow Model Architecture for Network Traffic Analysis

no code implementations6 Feb 2024 Shinan Liu, Ted Shaowang, Gerry Wan, Jeewon Chae, Jonatas Marques, Sanjay Krishnan, Nick Feamster

ServeFlow is able to make inferences on 76. 3% of flows in under 16ms, which is a speed-up of 40. 5x on the median end-to-end serving latency while increasing the service rate and maintaining similar accuracy.

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