Tieniu Tan (ed.); Guoping Wang (ed.); Shengjin Wang (ed.); Yue Liu (ed.); Xiaoru Yuan (ed.); Ran He (ed.); Sheng Li (ed.) Springer (2016) Pehmeäkantinen kirja
Hua Wang; Lei Zou; Guangyan Huang; Jing He; Chaoyi Pang; Haolan Zhang; Dongyan Zhao; Zhuang Yi Springer-Verlag Berlin and Heidelberg GmbH & Co. KG (2012) Pehmeäkantinen kirja
Yongtian Wang (ed.); Shengjin Wang (ed.); Yue Liu (ed.); Jian Yang (ed.); Xiaoru Yuan (ed.); Ran He (ed.); Henry Been Duh Springer (2017) 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.
