Publication Type
Conference Paper
Publication Date
Conference Name
The 10th Workshop on High-Performance, Power-Aware Computing (HPPAC 2014)
Conference Location
Phoenix, Arizona, United States of America
Conference Date
Abstract
The high-performance computing (HPC) community has been greatly concerned about energy efficiency. To address this concern, it is essential to understand and characterize the electrical loads of HPC applications. In this work, we study whether HPC applications can be distinguished by their power-consumption patterns using quantitative measures in an automatic manner. Using a collection of 88 power traces from 4 different systems, we find that basic statistical measures do a surprisingly good job of summarizing applications' distinctive power behavior. Moreover, this study opens up a new area of research in power-aware HPC that has a multitude of potential applications.