Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers

He, Cheng (EDT); Feng, Mengling (EDT); Lee, Patrick P. C. (EDT); Wang, Pinghui (EDT); Han, Shujie (EDT)

ISBN 10: 981157748X / ISBN 13: 9789811577482

Published by Springer, 2020

About this Item

Seller Inventory # 41725136-n

Bibliographic Details

• Title: Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
• 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.