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

ISBN 10: 981157748X / ISBN 13: 9789811577482

Verlag: Springer, 2020

Beschreibung

Bestandsnummer des Verkäufers 1EYX65000TKR_ns

Bibliografische Details

• Titel: Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 May 15, 2020, Revised Selected Papers (Communications in Computer and Information Science, 1261)
• Verlag: Springer
• Erscheinungsjahr: 2020
• Sprache: Englisch
• ISBN-10: 981157748X
• ISBN-13: 9789811577482
• Einband: Softcover
• Zustand: new

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.