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, 1261) - Softcover

 
9789811577482: 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, 1261)
Softcover
ISBN 10: 981157748X ISBN 13: 9789811577482
Publisher: Springer, 2020

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 24th 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.

"synopsis" may belong to another edition of this title.

Publisher
Springer
Publication date
2020
Language
English
ISBN 10 
981157748X
ISBN 13 
9789811577482
Binding
Paperback
Edition number
1
Number of pages
156
Editor
He Cheng, Feng Mengling, Lee Patrick P. C., Wang Pinghui, Han Shujie, Liu Yi