Understanding GPU power: A survey of profiling, modeling, and simulation methods
RA Bridges, N Imam, TM Mintz - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Modern graphics processing units (GPUs) have complex architectures that admit
exceptional performance and energy efficiency for high-throughput applications. Although …
exceptional performance and energy efficiency for high-throughput applications. Although …
Research challenges in parallel and distributed simulation
RM Fujimoto - ACM Transactions on Modeling and Computer …, 2016 - dl.acm.org
The parallel and distributed simulation field has evolved and grown from its origins in the
1970s and 1980s and remains an active field of research to this day. A brief overview of …
1970s and 1980s and remains an active field of research to this day. A brief overview of …
Powerpack: Energy profiling and analysis of high-performance systems and applications
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 …
In the past few years, there has been mounting evidence that power usage limits system …
Environment-conscious scheduling of HPC applications on distributed cloud-oriented data centers
The use of High Performance Computing (HPC) in commercial and consumer IT
applications is becoming popular. HPC users need the ability to gain rapid and scalable …
applications is becoming popular. HPC users need the ability to gain rapid and scalable …
A power-aware run-time system for high-performance computing
For decades, the high-performance computing (HPC) community has focused on
performance, where performance is defined as speed. To achieve better performance per …
performance, where performance is defined as speed. To achieve better performance per …
Performance-constrained distributed dvs scheduling for scientific applications on power-aware clusters
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 …
thousands of power hungry components will lead to intolerable operating costs and failure …
Maximizing throughput of overprovisioned hpc data centers under a strict power budget
Building future generation supercomputers while constraining their power consumption is
one of the biggest challenges faced by the HPC community. For example, US Department of …
one of the biggest challenges faced by the HPC community. For example, US Department of …
Just-in-time dynamic voltage scaling: Exploiting inter-node slack to save energy in mpi programs
Although users of high-performance computing are most interested in raw performance, both
energy and power consumption have become critical concerns. As a result, improving …
energy and power consumption have become critical concerns. As a result, improving …
A roofline model of energy
We describe an energy-based analogue of the time-based roofline model. We create this
model from the perspective of algorithm designers and performance tuners, with the intent …
model from the perspective of algorithm designers and performance tuners, with the intent …
Analyzing the energy-time trade-off in high-performance computing applications
Although users of high-performance computing are most interested in raw performance both
energy and power consumption has become critical concerns. One approach to lowering …
energy and power consumption has become critical concerns. One approach to lowering …