Large-Scale Disk Failure Prediction

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53,49 €

PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15,2020, Revised Selected Papers, Communications in Computer and Information Science 1261

ISBN: 981157748X
ISBN 13: 9789811577482
Herausgeber: Cheng He/Mengling Feng/Patrick P C Lee et al
Verlag: Springer Verlag GmbH
Umfang: x, 143 S., 56 s/w Illustr., 40 farbige Illustr., 143 p. 96 illus., 40 illus. in color.
Erscheinungsdatum: 06.08.2020
Auflage: 1/2020
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 9613168 Kategorie:

Beschreibung

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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E-Mail: juergen.hartmann@springer.com

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