Large-Scale Disk Failure Prediction - PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers (Paperback, 1st ed. 2020)

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.

General

Imprint:	Springer Verlag, Singapore
Country of origin:	Singapore
Series:	Communications in Computer and Information Science, 1261
Release date:	August 2020
First published:	2020
Editors:	Cheng He • Mengling Feng • Patrick P. C. Lee • Pinghui Wang • Shujie Han • Yi Liu
Dimensions:	235 x 155mm (L x W)
Format:	Paperback
Pages:	143
Edition:	1st ed. 2020
ISBN-13:	978-981-15-7748-2
Categories:	Books > Computing & IT > General theory of computing > Data structures Books > Computing & IT > Computer programming > Algorithms & procedures Books > Computing & IT > Computer communications & networking > General Books > Computing & IT > Applications of computing > Databases > Data mining Books > Computing & IT > Applications of computing > Artificial intelligence > Knowledge-based systems / expert systems
LSN:	981-15-7748-X
Barcode:	9789811577482

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