Title :
Evaluation of Performance Degradation in HPC Applications with VM Consolidation
Author :
Hashimoto, Yo ; Aida, Kyoko
Author_Institution :
Tokyo Inst. of Technol., Tokyo, Japan
Abstract :
This paper investigates the performance degradation in application programs running on virtual machines (VMs) in a physical computing server with a focus on HPC applications. We select three benchmarks as the expected workload in a data center: HPC applications, database applications, and web server applications. Then, we put VMs executing two application programs together in a physical computing server and evaluate the performance degradation in each application program. We also investigate the resource consumption in each application program and the reason for the performance degradation. The experimental results indicate that the interference among VMs executing two HPC application programs with high memory usage and high network I/O in the physical computing server significantly degrades the application performance.
Keywords :
parallel processing; performance evaluation; virtual machines; HPC applications; VM consolidation; Web server applications; database applications; performance degradation; resource consumption; virtual machines; Benchmark testing; Cloud computing; Databases; Degradation; Interference; Web servers; VM consolidation; cloud computing;
Conference_Titel :
Networking and Computing (ICNC), 2012 Third International Conference on
Conference_Location :
Okinawa
Print_ISBN :
978-1-4673-4624-5
DOI :
10.1109/ICNC.2012.50