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 competi...

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Corporate Author: SpringerLink (Online service)
Other Authors: He, Cheng (Editor), Feng, Mengling (Editor), Lee, Patrick P. C. (Editor), Wang, Pinghui (Editor)
Format: eBook
Language:English
Published: Singapore Springer Singapore 2020, 2020
Edition:1st ed. 2020
Series:Communications in Computer and Information Science
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Summary: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
Physical Description:X, 143 p. 96 illus., 40 illus. in color online resource
ISBN:9789811577499