A genetic algorithms approach to modeling the performance of memory-bound computations
Proceedings of the 2007 ACM/IEEE conference on Supercomputing
Automatic Evaluation of the Computation Structure of Parallel Applications
PDCAT '09 Proceedings of the 2009 International Conference on Parallel and Distributed Computing, Applications and Technologies
The low-power architecture approach towards exascale computing
Proceedings of the second workshop on Scalable algorithms for large-scale systems
IA^3 '13 Proceedings of the 3rd Workshop on Irregular Applications: Architectures and Algorithms
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This paper presents performance evaluation and analysis of well-known HPC applications and benchmarks running on low-power embedded platforms. The performance to power consumption ratios are compared to classical x86 systems. Scalability studies have been conducted on the Mont-Blanc Tibidabo cluster. We have also investigated optimization opportunities and pitfalls induced by the use of these new platforms, and proposed optimization strategies based on auto-tuning.