Search Results for author: Avinash Rao

Found 1 papers, 1 papers with code

NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction

1 code implementation16 Mar 2022 Yi Ding, Avinash Rao, Hyebin Song, Rebecca Willett, Henry Hoffmann

To predict stragglers accurately and early without labeled positive examples or assumptions on latency distributions, this paper presents NURD, a novel Negative-Unlabeled learning approach with Reweighting and Distribution-compensation that only trains on negative and unlabeled streaming data.

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