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

He, Cheng; Feng, Mengling; Lee, Patrick P. C.; Wang, Pinghui; Han, Shujie; Liu, Yi

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.

Details

Published by: Springer

Publication Date: 2020-08-06

Format: Paperback

ISBN-13: 9789811577482

DOI: 10.1007/978-981-15-7749-9

Dimensions: 235cm x155cm

Pages: 143