Can we speculate running application with server power consumption trace?

• Main Authors: Li, Yuanlong, Hu, Han, Wen, Yonggang, Zhang, Jun
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2019
• Subjects: DRNTU::Engineering::Computer science and engineering; Time Series Classification; Time Warping
• Online Access: https://hdl.handle.net/10356/86197; http://hdl.handle.net/10220/48300
• Institution: Nanyang Technological University

In this paper, we propose to detect the running applications in a server by classifying the observed power consumption series for the purpose of data center energy consumption monitoring and analysis. Time series classification problem has been extensively studied with various distance measurements...