Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip

Due to the tier architecture of 3D network-on-chip (3D-NoC), reducing the thermal hotspot within the chip is challenging as a cooling mechanism that lies merely on the single side of a chip. High power density in 3D NoC is responsible for reliability degradation and thermal difficulties. Thermal-awa...

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Main Authors: Kaleem, Muhammad, Isnin, Ismail Fauzi
Format: Article
Language:English
Published: Institute of Advanced Engineering and Science 2022
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Online Access:http://eprints.utm.my/id/eprint/98697/1/MuhammadKaleem2022_ThermalAwareDirectionalandAdaptive.pdf
http://eprints.utm.my/id/eprint/98697/
http://dx.doi.org/10.11591/ijeecs.v27.i2.pp1051-1061
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spelling my.utm.986972023-02-02T05:49:54Z http://eprints.utm.my/id/eprint/98697/ Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip Kaleem, Muhammad Isnin, Ismail Fauzi QA75 Electronic computers. Computer science Due to the tier architecture of 3D network-on-chip (3D-NoC), reducing the thermal hotspot within the chip is challenging as a cooling mechanism that lies merely on the single side of a chip. High power density in 3D NoC is responsible for reliability degradation and thermal difficulties. Thermal-aware routing becomes substantial to handle thermal difficulties and diffusion of heat to the cooler regions. Thermal-aware routing focuses on bypassing hotspot areas by selecting cooler areas. Existing thermal-aware routing algorithms adopt slightly cooler but longer and extended paths, due to lack of ability to know the proximity of the destination's location, which aggravate thermal issues. This work presents a novel thermal-aware directional and adaptive routing algorithm. Objective of the proposed algorithm is to strive to find the best possible neighbour to reach closer to the proximity of the destination. The proposed algorithm can adaptively choose any suitable neighbour that can lead packets closer to the destination at each intermediate node. The performance of the proposed algorithm is evaluated and compared with existing thermal-aware routing algorithm in a simulator environment. Simulation results demonstrate that the proposed method outperformed its counterpart in terms of average delay with 11-26% improvement, total hop counts with 8-24% reduction under various traffic conditions and improvement in overall thermal profiling of the chip. Institute of Advanced Engineering and Science 2022 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/98697/1/MuhammadKaleem2022_ThermalAwareDirectionalandAdaptive.pdf Kaleem, Muhammad and Isnin, Ismail Fauzi (2022) Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip. Indonesian Journal of Electrical Engineering and Computer Science, 27 (2). pp. 1051-1061. ISSN 2502-4752 http://dx.doi.org/10.11591/ijeecs.v27.i2.pp1051-1061 DOI: 10.11591/ijeecs.v27.i2.pp1051-1061
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 directional and adaptive routing algorithm for 3d network-on-chip
description Due to the tier architecture of 3D network-on-chip (3D-NoC), reducing the thermal hotspot within the chip is challenging as a cooling mechanism that lies merely on the single side of a chip. High power density in 3D NoC is responsible for reliability degradation and thermal difficulties. Thermal-aware routing becomes substantial to handle thermal difficulties and diffusion of heat to the cooler regions. Thermal-aware routing focuses on bypassing hotspot areas by selecting cooler areas. Existing thermal-aware routing algorithms adopt slightly cooler but longer and extended paths, due to lack of ability to know the proximity of the destination's location, which aggravate thermal issues. This work presents a novel thermal-aware directional and adaptive routing algorithm. Objective of the proposed algorithm is to strive to find the best possible neighbour to reach closer to the proximity of the destination. The proposed algorithm can adaptively choose any suitable neighbour that can lead packets closer to the destination at each intermediate node. The performance of the proposed algorithm is evaluated and compared with existing thermal-aware routing algorithm in a simulator environment. Simulation results demonstrate that the proposed method outperformed its counterpart in terms of average delay with 11-26% improvement, total hop counts with 8-24% reduction under various traffic conditions and improvement in overall thermal profiling of the chip.
format Article
author Kaleem, Muhammad
Isnin, Ismail Fauzi
author_facet Kaleem, Muhammad
Isnin, Ismail Fauzi
author_sort Kaleem, Muhammad
title Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip
title_short Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip
title_full Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip
title_fullStr Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip
title_full_unstemmed Thermal-aware directional and adaptive routing algorithm for 3d network-on-chip
title_sort thermal-aware directional and adaptive routing algorithm for 3d network-on-chip
publisher Institute of Advanced Engineering and Science
publishDate 2022
url http://eprints.utm.my/id/eprint/98697/1/MuhammadKaleem2022_ThermalAwareDirectionalandAdaptive.pdf
http://eprints.utm.my/id/eprint/98697/
http://dx.doi.org/10.11591/ijeecs.v27.i2.pp1051-1061
_version_ 1758578007468933120
score 13.18916