Large-Scale Disk Failure Prediction PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers

Sale price  $49.49 Regular price $54.99

Large-Scale Disk Failure Prediction PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers

Sale price  $49.49 Regular price $54.99

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Communications in Computer and Information Science

Large-Scale Disk Failure Prediction

PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers

Cheng He | Mengling Feng | Patrick P. C. Lee | Pinghui Wang | Shujie Han | Yi Liu

Computers / Data Science / Data Analytics

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.


Publication Date: 06 August 2020
Publisher: Springer Nature Singapore
Imprint: Springer
ISBN-13: 9789811577482
Format: Paperback softback
Page Count: 143

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