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Application Mapping onto Butterfly-Fat-Tree based Network-on-Chip using Discrete Particle Swarm Optimization

by Pradip Kumar Sahu, Kanchan Manna, Santanu Chattopadhyay
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 115 - Number 19
Year of Publication: 2015
Authors: Pradip Kumar Sahu, Kanchan Manna, Santanu Chattopadhyay
10.5120/20258-2643

Pradip Kumar Sahu, Kanchan Manna, Santanu Chattopadhyay . Application Mapping onto Butterfly-Fat-Tree based Network-on-Chip using Discrete Particle Swarm Optimization. International Journal of Computer Applications. 115, 19 ( April 2015), 13-22. DOI=10.5120/20258-2643

@article{ 10.5120/20258-2643,
author = { Pradip Kumar Sahu, Kanchan Manna, Santanu Chattopadhyay },
title = { Application Mapping onto Butterfly-Fat-Tree based Network-on-Chip using Discrete Particle Swarm Optimization },
journal = { International Journal of Computer Applications },
issue_date = { April 2015 },
volume = { 115 },
number = { 19 },
month = { April },
year = { 2015 },
issn = { 0975-8887 },
pages = { 13-22 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume115/number19/20258-2643/ },
doi = { 10.5120/20258-2643 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T22:55:17.460850+05:30
%A Pradip Kumar Sahu
%A Kanchan Manna
%A Santanu Chattopadhyay
%T Application Mapping onto Butterfly-Fat-Tree based Network-on-Chip using Discrete Particle Swarm Optimization
%J International Journal of Computer Applications
%@ 0975-8887
%V 115
%N 19
%P 13-22
%D 2015
%I Foundation of Computer Science (FCS), NY, USA
Abstract

This paper addresses the problem of application mapping onto Butterfly-Fat-Tree (BFT) based Network-on-Chip design. It proposes a new mapping technique based on discrete Particle Swarm Optimization (PSO) to map the cores of the core graph to the routers. The basic PSO has been augmented by running multiple PSO and deterministically generating a part of the initial population for PSO. The mapping results have been compared with well-known techniques reported in the literature for a number of benchmark applications. The reported strategy produces results superior to those obtained via existing approaches within a reasonable CPU time.

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Index Terms

Computer Science
Information Sciences

Keywords

Application mapping Network-on-Chip System-on-Chip Butterfly-Fat-Tree Discrete Particle Swarm Optimization

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