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portada Large-Scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
Type
Physical Book
Publisher
Language
English
Pages
143
Format
Paperback
Dimensions
23.4 x 15.6 x 0.8 cm
Weight
0.23 kg.
ISBN13
9789811577482

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

He, Cheng ; Feng, Mengling ; Lee, Patrick P. C. (Author) · Springer · Paperback

Large-Scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers - He, Cheng ; Feng, Mengling ; Lee, Patrick P. C.

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Synopsis "Large-Scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers"

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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