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

ISBN 10: 981157748X ISBN 13: 9789811577482
Published by Springer, 2020
Used Soft cover

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Synopsis:

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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Bibliographic Details

Title: Large-Scale Disk Failure Prediction: PAKDD ...
Publisher: Springer
Publication Date: 2020
Binding: Soft cover
Condition: very_good

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