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Large-Scale Disk Failure Prediction

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Large-Scale Disk Failure Prediction 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.

About This Edition

ISBN: 9789811577482
Publication date:
Author: Cheng He
Publisher: Springer Verlag, Singapore
Format: Paperback
Pagination: 143 pages
Series: Communications in Computer and Information Science
Genres: Data mining
Expert systems / knowledge-based systems
Computer networking and communications
Algorithms and data structures

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