Teck-Yong Tou (ed.); Roslan Abd Shukor (ed.); Sithi Muniandy (ed.); You Ah Heng (ed.); Weng-Lee Lim (ed.) American Institute of Physics (2011) Pehmeäkantinen kirja
Bhavna Antony (ed.); Huazhu Fu (ed.); Cecilia S. Lee (ed.); Tom MacGillivray (ed.); Yanwu Xu (ed.); Yalin Zheng (ed.) Springer (2022) Pehmeäkantinen kirja
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.
