Large-Scale Disk Failure Prediction

PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 â" May 15, 2020, Revised Selected Papers

By: Cheng He (Editor), Yi Liu (Editor), Shujie Han (Editor), Pinghui Wang (Editor), Patrick P. C. Lee (Editor)

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Paperback | 6 August 2020

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156 Pages

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23.5 x 15.5 x 0.84

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This book constitutes the thoroughly refereed post-competition proceedings of the AI Ops Competition on Large-Scale Disk Failure Prediction, conducted between February 7th and May 15, 2020 on the Alibaba Cloud Tianchi Platform. A dedicated workshop, featuring the best performing teams of the competition, was held at the 24^th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020, in Singapore, in April 2019. Due to the COVID-19 pandemic, the workshop was hosted online.

This book includes 13 selected contributions: an introduction to dataset, selected approaches of the competing teams and the competition summary, describing the competition task, practical challenges, evaluation metrics, etc.

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