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Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip

3D Network-on-Chip NoC based systems have severe thermal problems due to the stacking of dies and disproportionate cooling efficiency of different layers. While adaptive routing can help with thermal issues, current routing algorithms are either thermally imbalanced or suffer from traffic congestion...

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Main Authors: Kaleem, Muhammad, Isnin, Ismail Fauzi
Format: Article
Language:English
Published: Science and Information Organization 2021
Subjects:
QA75 Electronic computers. Computer science
Online Access:http://eprints.utm.my/id/eprint/95846/1/IsmailFauzi2021_ThermalAwareDynamicWeightedAdaptive.pdf
http://eprints.utm.my/id/eprint/95846/
http://dx.doi.org/10.14569/IJACSA.2021.0121139
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spelling my.utm.958462022-06-20T04:16:11Z http://eprints.utm.my/id/eprint/95846/ Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip Kaleem, Muhammad Isnin, Ismail Fauzi QA75 Electronic computers. Computer science 3D Network-on-Chip NoC based systems have severe thermal problems due to the stacking of dies and disproportionate cooling efficiency of different layers. While adaptive routing can help with thermal issues, current routing algorithms are either thermally imbalanced or suffer from traffic congestion. In this work a novel thermal aware dynamic weighted adaptive routing algorithm has been proposed that takes traffic and temperature information into account and prevents packets being routed across congested and thermally aggravated areas. Dynamic weighted model will consider parameters related to congestion and thermal issues and provide a balanced suitable approach according to the current scenario at each node. The efficiency of the proposed algorithm is analyzed and evaluated with state-of-the-art thermal-aware routing algorithms using a simulation environment. Results obtained from the simulation shows that the proposed algorithm has performed better in terms of global average delay with 17-33 percent improvement and better thermal profiling under various synthetic traffic conditions. Science and Information Organization 2021-12 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/95846/1/IsmailFauzi2021_ThermalAwareDynamicWeightedAdaptive.pdf Kaleem, Muhammad and Isnin, Ismail Fauzi (2021) Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip. International Journal of Advanced Computer Science and Applications, 12 (11). pp. 342-348. ISSN 2158-107X http://dx.doi.org/10.14569/IJACSA.2021.0121139 DOI:10.14569/IJACSA.2021.0121139
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic QA75 Electronic computers. Computer science
spellingShingle QA75 Electronic computers. Computer science
Kaleem, Muhammad
Isnin, Ismail Fauzi
Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip
description 3D Network-on-Chip NoC based systems have severe thermal problems due to the stacking of dies and disproportionate cooling efficiency of different layers. While adaptive routing can help with thermal issues, current routing algorithms are either thermally imbalanced or suffer from traffic congestion. In this work a novel thermal aware dynamic weighted adaptive routing algorithm has been proposed that takes traffic and temperature information into account and prevents packets being routed across congested and thermally aggravated areas. Dynamic weighted model will consider parameters related to congestion and thermal issues and provide a balanced suitable approach according to the current scenario at each node. The efficiency of the proposed algorithm is analyzed and evaluated with state-of-the-art thermal-aware routing algorithms using a simulation environment. Results obtained from the simulation shows that the proposed algorithm has performed better in terms of global average delay with 17-33 percent improvement and better thermal profiling under various synthetic traffic conditions.
format Article
author Kaleem, Muhammad
Isnin, Ismail Fauzi
author_facet Kaleem, Muhammad
Isnin, Ismail Fauzi
author_sort Kaleem, Muhammad
title Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip
title_short Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip
title_full Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip
title_fullStr Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip
title_full_unstemmed Thermal-aware dynamic weighted adaptive routing algorithm for 3D network-on-chip
title_sort thermal-aware dynamic weighted adaptive routing algorithm for 3d network-on-chip
publisher Science and Information Organization
publishDate 2021
url http://eprints.utm.my/id/eprint/95846/1/IsmailFauzi2021_ThermalAwareDynamicWeightedAdaptive.pdf
http://eprints.utm.my/id/eprint/95846/
http://dx.doi.org/10.14569/IJACSA.2021.0121139
_version_ 1736833514983129088
score 13.211869

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