Titel: Large-scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, Ai Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
Verlag: Springer-Nature New York Inc
Ver�ffentlichungsdatum: 2020
Sprache: Englisch
ISBN-10: 981157748X
ISBN-13: 9789811577482
Bindung: Paperback
Zustand: Brand New

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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.

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