A survey on software methods to improve the energy efficiency of parallel computing

C Jin, BR de Supinski, D Abramson… - … Journal of High …, 2017 - journals.sagepub.com
Energy consumption is one of the top challenges for achieving the next generation of
supercomputing. Codesign of hardware and software is critical for improving energy …

Electrical grid and supercomputing centers: An investigative analysis of emerging opportunities and challenges

N Bates, G Ghatikar, G Abdulla, GA Koenig… - Informatik …, 2015 - Springer
Some of the largest supercomputing centers (SCs) in the United States are developing new
relationships with their electricity service providers (ESPs). These relationships, similar to …

Exploring hardware overprovisioning in power-constrained, high performance computing

T Patki, DK Lowenthal, B Rountree, M Schulz… - Proceedings of the 27th …, 2013 - dl.acm.org
Most recent research in power-aware supercomputing has focused on making individual
nodes more efficient and measuring the results in terms of flops per watt. While this work is …

Analyzing and mitigating the impact of manufacturing variability in power-constrained supercomputing

Y Inadomi, T Patki, K Inoue, M Aoyagi… - Proceedings of the …, 2015 - dl.acm.org
A key challenge in next-generation supercomputing is to effectively schedule limited power
resources. Modern processors suffer from increasingly large power variations due to the …

Prediction models for multi-dimensional power-performance optimization on many cores

M Curtis-Maury, A Shah, F Blagojevic… - Proceedings of the 17th …, 2008 - dl.acm.org
Power has become a primary concern for HPC systems. Dynamic voltage and frequency
scaling (DVFS) and dynamic concurrency throttling (DCT) are two software tools (or knobs) …

Green governors: A framework for continuously adaptive dvfs

V Spiliopoulos, S Kaxiras… - 2011 International Green …, 2011 - ieeexplore.ieee.org
We present Continuously Adaptive Dynamic Voltage/Frequency scaling in Linux systems
running on Intel i7 and AMD Phenom II processors. By exploiting slack, inherent in memory …

Hybrid MPI/OpenMP power-aware computing

D Li, BR de Supinski, M Schulz… - … on Parallel & …, 2010 - ieeexplore.ieee.org
Power-aware execution of parallel programs is now a primary concern in large-scale HPC
environments. Prior research in this area has explored models and algorithms based on …

Toward smart embedded systems: A self-aware system-on-chip (soc) perspective

N Dutt, A Jantsch, S Sarma - ACM Transactions on Embedded …, 2016 - dl.acm.org
Embedded systems must address a multitude of potentially conflicting design constraints
such as resiliency, energy, heat, cost, performance, security, etc., all in the face of highly …

Kernel fusion: An effective method for better power efficiency on multithreaded GPU

G Wang, YS Lin, W Yi - 2010 IEEE/ACM Int'l Conference on …, 2010 - ieeexplore.ieee.org
As one of the most popular accelerators, Graphics Processing Unit (GPU) has demonstrated
high computing power in several application fields. On the other hand, GPU also produces …

A reconfiguration algorithm for power-aware parallel applications

D De Sensi, M Torquati, M Danelutto - ACM Transactions on Architecture …, 2016 - dl.acm.org
In current computing systems, many applications require guarantees on their maximum
power consumption to not exceed the available power budget. On the other hand, for some …