Read While You Wait - Get immediate ebook access, if available*, when you order a print book

Communications in Computer and Information Science

Large-Scale Disk Failure Prediction

PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers

Editors: He, C., Feng, M., Lee, P.P.C., Wang, P., Han, S., Liu, Y. (Eds.)

Free Preview

Buy this book

eBook $59.99
price for USA
  • ISBN 978-981-15-7749-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $74.99
price for USA
  • ISBN 978-981-15-7748-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
About this book

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.

Table of contents (13 chapters)

Table of contents (13 chapters)

Buy this book

eBook $59.99
price for USA
  • ISBN 978-981-15-7749-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $74.99
price for USA
  • ISBN 978-981-15-7748-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.

Services for this book

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Large-Scale Disk Failure Prediction
Book Subtitle
PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers
Editors
  • Cheng He
  • Mengling Feng
  • Patrick P. C. Lee
  • Pinghui Wang
  • Shujie Han
  • Yi Liu
Series Title
Communications in Computer and Information Science
Series Volume
1261
Copyright
2020
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-15-7749-9
DOI
10.1007/978-981-15-7749-9
Softcover ISBN
978-981-15-7748-2
Series ISSN
1865-0929
Edition Number
1
Number of Pages
X, 143
Number of Illustrations
56 b/w illustrations, 40 illustrations in colour
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works and instructor copies are not included.