Large-Scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
暫譯: 大規模磁碟故障預測：Pakdd 2020 競賽與研討會，AI Ops 2020，2020年2月7日至5月15日，修訂選定論文

He, Cheng, Feng, Mengling, Lee, Patrick P. C.

Large-Scale Disk Failure Prediction: Pakdd 2020 Competition and Workshop, AI Ops 2020, February 7 - May 15, 2020, Revised Selected Papers
  • 出版商: Springer
  • 出版日期: 2020-08-06
  • 售價: $2,420
  • 貴賓價: 9.5 折 $2,299
  • 語言: 英文
  • 頁數: 143
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 981157748X
  • ISBN-13: 9789811577482
  • 相關分類: 人工智慧

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

本書是針對2020年2月7日至5月15日在阿里雲天池平台上舉辦的大規模磁碟故障預測AI Ops競賽的徹底審稿後會議紀錄。專門的研討會於2019年4月在新加坡舉行的第24屆亞太知識發現與數據挖掘會議（PAKDD 2020）上，邀請了競賽中表現最佳的團隊。由於COVID-19疫情，該研討會以線上方式舉行。

本書包含13篇精選貢獻：數據集介紹、參賽團隊的選定方法以及競賽總結，描述了競賽任務、實際挑戰、評估指標等。

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