Large-Scale Disk Failure Prediction: PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 ? May 15, 2020, Revised Selected Papers (Communications in Computer and Information Science)

Editor

Springer

Fecha de publicaci�n

2020

Idioma

Ingl�s

ISBN 10

981157748X

ISBN 13

9789811577482

Encuadernaci�n

Encuadernaci�n de tapa blanda

Estado

New

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Sinopsis

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 24^th 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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