Large-Scale Disk Failure Prediction

Cheng He

ISBN 10: 981157748X / ISBN 13: 9789811577482

Verlag: Springer Nature Singapore Aug 2020, 2020

Beschreibung

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 156 pp. Englisch.

Bestandsnummer des Verkäufers 9789811577482

Bibliografische Details

• Titel: Large-Scale Disk Failure Prediction
• Verlag: Springer Nature Singapore Aug 2020
• Erscheinungsjahr: 2020
• Sprache: Englisch
• ISBN-10: 981157748X
• ISBN-13: 9789811577482
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

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 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.