Large-Scale Disk Failure Prediction : PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers Paperback / softback
Edited by Cheng He, Mengling Feng, Patrick P. C. Lee, Pinghui Wang, Shujie Han, Yi Liu
Part of the Communications in Computer and Information Science series
Paperback / softback
Description
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:143 pages, 40 Illustrations, color; 56 Illustrations, black and white; X, 143 p. 96 illus., 40 illus
- Publisher:Springer Verlag, Singapore
- Publication Date:06/08/2020
- Category:
- ISBN:9789811577482
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Paperback / softback
- Pages:143 pages, 40 Illustrations, color; 56 Illustrations, black and white; X, 143 p. 96 illus., 40 illus
- Publisher:Springer Verlag, Singapore
- Publication Date:06/08/2020
- Category:
- ISBN:9789811577482
