AMAD: Active learning-based multivariate time series anomaly detection for large-scale IT systems
Work
Year: 2023
Type: article
Abstract: Multivariate time series anomaly detection on key performance indicators helps mitigate the impact of large-scale IT system anomalies. Due to the large volume and the abstract nature of multivariate t... more
Source: Computers & Security
Authors Rongwei Yu, Yong Wang, Wang Wang
Institutions Wuhan University, Chinese Academy of Sciences, University of Chinese Academy of Sciences, Institute of Information Engineering
Cites: 17
Cited by: 2
Related to: 10
FWCI: 0.569
Citation percentile (by year/subfield): 79.69
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
APC paid (est): $3,190
Funders National Natural Science Foundation of China, Key Research and Development Program of Hunan Province of China, National Key Research and Development Program of China, National Key Research and Development Program of China
Grant IDS 42071431, 2020BAB101, 2020YFB1805400, 2020YFB4500800