An overview of energy efficiency techniques in cluster computing systems

GL Valentini, W Lassonde, SU Khan, N Min-Allah… - Cluster …, 2013 - Springer
Two major constraints demand more consideration for energy efficiency in cluster
computing:(a) operational costs, and (b) system reliability. Increasing energy efficiency in …

Energy‐aware high‐performance computing: survey of state‐of‐the‐art tools, techniques, and environments

P Czarnul, J Proficz, A Krzywaniak - Scientific Programming, 2019 - Wiley Online Library
The paper presents state of the art of energy‐aware high‐performance computing (HPC), in
particular identification and classification of approaches by system and device types …

Collecting performance data with PAPI-C

D Terpstra, H Jagode, H You, J Dongarra - Tools for High Performance …, 2010 - Springer
Modern high performance computer systems continue to increase in size and complexity.
Tools to measure application performance in these increasingly complex environments must …

Powerpack: Energy profiling and analysis of high-performance systems and applications

R Ge, X Feng, S Song, HC Chang, D Li… - … on Parallel and …, 2009 - ieeexplore.ieee.org
Energy efficiency is a major concern in modern high-performance computing system design.
In the past few years, there has been mounting evidence that power usage limits system …

A power-aware run-time system for high-performance computing

C Hsu, W Feng - SC'05: Proceedings of the 2005 ACM/IEEE …, 2005 - ieeexplore.ieee.org
For decades, the high-performance computing (HPC) community has focused on
performance, where performance is defined as speed. To achieve better performance per …

Power-aware scheduling of virtual machines in dvfs-enabled clusters

G Von Laszewski, L Wang… - 2009 IEEE International …, 2009 - ieeexplore.ieee.org
With the advent of Cloud computing, large-scale virtualized compute and data centers are
becoming common in the computing industry. These distributed systems leverage …

Towards energy aware scheduling for precedence constrained parallel tasks in a cluster with DVFS

L Wang, G Von Laszewski, J Dayal… - 2010 10th IEEE/ACM …, 2010 - ieeexplore.ieee.org
Reducing energy consumption for high end computing can bring various benefits such as,
reduce operating costs, increase system reliability, and environment respect. This paper …

Performance-constrained distributed dvs scheduling for scientific applications on power-aware clusters

R Ge, X Feng, KW Cameron - SC'05: Proceedings of the 2005 …, 2005 - ieeexplore.ieee.org
Left unchecked, the fundamental drive to increase peak performance using tens of
thousands of power hungry components will lead to intolerable operating costs and failure …

Energy-aware parallel task scheduling in a cluster

L Wang, SU Khan, D Chen, J Kołodziej… - Future Generation …, 2013 - Elsevier
Reducing energy consumption for high end computing can bring various benefits such as
reducing operating costs, increasing system reliability, and environmental respect. This …

Review of performance metrics for green data centers: a taxonomy study

L Wang, SU Khan - The journal of supercomputing, 2013 - Springer
Data centers now play an important role in modern IT infrastructures. Although much
research effort has been made in the field of green data center computing, performance …