Large-Scale Disk Failure Prediction, 1st ed. 2020 PAKDD 2020 Competition and Workshop, AI Ops 2020, February 7 – May 15, 2020, Revised Selected Papers Communications in Computer and Information Science Series, Vol. 1261
Coordonnateurs : 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 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.
Date de parution : 08-2020
Ouvrage de 143 p.
15.5x23.5 cm