Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 â May 15, 2020, Revised Selected Papers (Communications in Computer and Information Science, 1261)

ISBN 10: 981157748X / ISBN 13: 9789811577482

Published by Springer, 2020

About this Item

This book is in good condition. The cover has minor creases or bends. The binding is tight and pages are intact. Some pages may have writing or highlighting.

Seller Inventory # BRV.981157748X.G

Bibliographic Details

• Title: Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 â May 15, 2020, Revised Selected Papers (Communications in Computer and Information Science, 1261)
• Publisher: Springer
• Publication Date: 2020
• Language: English
• ISBN 10: 981157748X
• ISBN 13: 9789811577482
• Binding: Soft cover
• Condition: good

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.