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)
Language: English
Published by Springer, 2020
Series: Book 343 of 578 - Communications in Computer and Information Science
- Softcover
- Used
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- Title
- Large-scale Disk Failure Prediction : Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
- Author
- He, Cheng (EDT); Feng, Mengling (EDT); Lee, Patrick P. C. (EDT); Wang, Pinghui (EDT); Han, Shujie (EDT)
- Publisher
- Springer
- Publication year
- 2020
- Condition
- As New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 981157748X
- ISBN 13
- 9789811577482
- Series
- Book 343 of 578: Communications in Computer and Information Science
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.
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