Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 ? May 15, 2020, Revised Selected Papers (Communications in Computer and Information Science)

ISBN 10: 981157748X / ISBN 13: 9789811577482

Published by Springer, 2020

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Bibliographic Details

• Title: Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 ? May 15, 2020, Revised Selected Papers (Communications in Computer and Information Science)
• Publisher: Springer
• Publication Date: 2020
• Language: English
• ISBN 10: 981157748X
• ISBN 13: 9789811577482
• Binding: Soft cover
• Condition: New

About this title

Synopsis

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.