TY - GEN
T1 - Energy consumption-based performance tuning of software and applications using Particle Swarm Optimization
AU - Benedict, Shajulin
AU - Rejitha, R. S.
AU - Bency Bright, C.
PY - 2012
Y1 - 2012
N2 - Software development is increasing amidst of various emerging concerns for new technological trends, namely, grids, clouds, and HPC. However, Software developers of such technologies, to be more specific, are concerned about the performance aspects of their code for instances, the developers are worried about the memory leakage, pipeline stalls, cache misses, and so forth. Recently, energy consumption analysis and tuning of software/applications have enabled a wide research spectrum among HPC research community. This research is crucial for developing an eco-friendly compute machines. In this scenario, our paper reveals a methodology which does energy consumption-based tuning of software and applications when Particle Swarm Optimization (PSO) algorithm was used in EnergyAnalyzer. EnergyAnalyzer is an online-based energy analysis tool which is a Department of Science and Technology, India, funded ongoing project. The research study was carried out in HPCCLoud Research Laboratory of our premise which comprises of a HP ProLiant 48 core compute machine.
AB - Software development is increasing amidst of various emerging concerns for new technological trends, namely, grids, clouds, and HPC. However, Software developers of such technologies, to be more specific, are concerned about the performance aspects of their code for instances, the developers are worried about the memory leakage, pipeline stalls, cache misses, and so forth. Recently, energy consumption analysis and tuning of software/applications have enabled a wide research spectrum among HPC research community. This research is crucial for developing an eco-friendly compute machines. In this scenario, our paper reveals a methodology which does energy consumption-based tuning of software and applications when Particle Swarm Optimization (PSO) algorithm was used in EnergyAnalyzer. EnergyAnalyzer is an online-based energy analysis tool which is a Department of Science and Technology, India, funded ongoing project. The research study was carried out in HPCCLoud Research Laboratory of our premise which comprises of a HP ProLiant 48 core compute machine.
KW - Cloud
KW - Energy tuning
KW - Grid
KW - HPC
KW - PSO
KW - Performance analysis
KW - Tools
KW - computing
UR - http://www.scopus.com/inward/record.url?scp=84870843055&partnerID=8YFLogxK
U2 - 10.1109/CONSEG.2012.6349513
DO - 10.1109/CONSEG.2012.6349513
M3 - Conference contribution
AN - SCOPUS:84870843055
SN - 9781467321747
T3 - 2012 CSI 6th International Conference on Software Engineering, CONSEG 2012
BT - 2012 CSI 6th International Conference on Software Engineering, CONSEG 2012
T2 - 2012 CSI 6th International Conference on Software Engineering, CONSEG 2012
Y2 - 5 September 2012 through 7 September 2012
ER -
