A deep comparisons for using FPGAs in parallel processing and computing
A deep comparisons for using FPGAs in parallel processing and computing
- Author(s): A. A. Alsaffar 1 and M. M. M. Al-Khalidy 1
- DOI: 10.1049/icp.2021.0862
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- Author(s): A. A. Alsaffar 1 and M. M. M. Al-Khalidy 1
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View affiliations
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Affiliations:
1:
Electrical and Electronics Engineering Department , College of Engineering, University of Bahrain , Bahrain
Source:
3rd Smart Cities Symposium (SCS 2020),
2021
p.
680 – 683
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Affiliations:
1:
Electrical and Electronics Engineering Department , College of Engineering, University of Bahrain , Bahrain
- Conference: 3rd Smart Cities Symposium (SCS 2020)
- DOI: 10.1049/icp.2021.0862
- ISBN: 978-1-83953-522-2
- Location: Online Conference
- Conference date: 21-23 September 2020
- Format: PDF
The idea of this paper is to launch and review parallel computing using FPGAs. This idea was inspired by the need for improving the performance potential of computation and processing over the last decade. This can be tapped from using these tiny computing blokes which are called programmable filed arrays FPGAs. This paper depends on implementing a High-Level Synthesis (HLS) to reach and get the High-Performance Computing (HPC). FPGAs are so flexible and reconfigurable in a way that they are capable of massively implementing parallel operation, explicitly tailored to the problem at hand. This paper showed and review the effect of implementing parallel computing using FPGAs and compare it with other hardware like GPUs and CPUs. The results appeared that the FPGAs provide a high performance compared with others as shown in the paper.
Inspec keywords: parallel processing; field programmable gate arrays; high level synthesis
Subjects: Computer-aided circuit analysis and design; Digital circuit design, modelling and testing; Logic and switching circuits; Computer-aided logic design; Logic circuits