Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers ... Computer and Information Science, Band 1261) - Softcover

Buch 294 von 437: Communications in Computer and Information Science
 
9789811577482: Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers ... Computer and Information Science, Band 1261)
Softcover
ISBN 10: 981157748X ISBN 13: 9789811577482
Verlag: Springer, 2020

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
981157748X
ISBN 13 
9789811577482
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
156
Herausgeber
He Cheng, Feng Mengling, Lee Patrick P. C., Wang Pinghui, Han Shujie, Liu Yi
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