Efficient Parallel Simulations of Wireless Signal Wave Propagation
| Autor: | Dorin-Marian Ionita, Emil Slusanschi, Filip-George Manole |
|---|---|
| Rok vydání: | 2020 |
| Předmět: |
Reflection (computer programming)
Computer simulation Computer science business.industry 05 social sciences SIGNAL (programming language) 050301 education Parallel computing Stencil CUDA Wireless 0501 psychology and cognitive sciences business Field-programmable gate array 0503 education computer 050104 developmental & child psychology Rust (programming language) computer.programming_language |
| Zdroj: | SYNASC |
| DOI: | 10.1109/synasc51798.2020.00020 |
| Popis: | A common pattern in high performance scientific computing is the structured grid pattern in which one or more elements of a matrix are computed as a stencil operation of other matrix neighbouring elements. Since there are multiple options to efficiently implement this pattern on modern computing architectures, we provide a comparison of the performance of a number of parallel implementations on a multi-core system with GPU capabilities and also on a FPGA embedded inside a SoC. The application used for this case study implements the propagation of wireless signals in a bi-dimensional environment, considering reflections and signal attenuation. The parallel programming paradigms examined in this paper include CUDA, TBB, Rust, OpenMP, and HLS as hardware description paradigm, with CUDA proving to be the fastest implementation. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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