Name
Title | ||
|---|---|---|
Performance and Energy Efficiency Trade-Offs in Single-ISA Heterogeneous Multi-Processing for Parallel Applications |
Abstract | ||
|---|---|---|
This work proposes a novel methodology to predict the optimal performance and energy efficiency trade-off configurations of parallel applications running on a two-cluster Heterogeneous Multi-Processing (HMP) system. we propose an analytic performance and power model that are generated offline using data measurements. These models are then used to estimate the whole configuration space to predict the application's performance and energy consumption. Then, we use these off-line predictions to choose Pareto-optimal configurations, which is the most efficient among all configurations for the given architecture and multi-threaded application. We validated our methodology on an ODROID XU3 board on several PARSEC and Phoronix Test Suite applications. |
Year | DOI | Venue |
|---|---|---|
2019 | 10.1109/VLSI-SoC.2019.8920384 | 2019 IFIP/IEEE 27th International Conference on Very Large Scale Integration (VLSI-SoC) |
Keywords | Field | DocType |
Pareto Frontier,Energy modeling,Performance modeling,Heterogeneous Multi-Processing,Energy and Performance trade-offs | Test suite,Architecture,Parsec,Supercomputer,Efficient energy use,Computer science,Multiprocessing,Energy consumption,Configuration space,Distributed computing | Conference |
ISSN | ISBN | Citations |
2324-8432 | 978-1-7281-3916-6 | 0 |
PageRank | References | Authors |
0.34 | 5 | 5 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Demetrios A. M. Coutinho | 1 | 0 | 0.34 |
| Kyriakos Georgiou | 2 | 1 | 2.46 |
| Kerstin Eder | 3 | 232 | 26.56 |
| José L. Núñez-Yáñez | 4 | 79 | 17.21 |
| Samuel Xavier-de-Souza | 5 | 79 | 10.07 |