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

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

ISBN 10: 981157748X / ISBN 13: 9789811577482

Published by Springer-Nature New York Inc, 2020

About this Item

156 pages. 9.25x6.10x0.32 inches. In Stock.

Seller Inventory # x-981157748X

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-Nature New York Inc
• Publication Date: 2020
• Language: English
• ISBN 10: 981157748X
• ISBN 13: 9789811577482
• Binding: Paperback
• Condition: Brand New
• Weight: 0.3 kilograms

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.