Bio-inspired NoC fault tolerant techniques

The incorporation of processing elements which include processor cores, memories, configurable components and DSP cores on Network on Chip (NoC) have made the communication structure of NoC very complex. To support the complexity of NoC, the physical device sizes are scaled down. However, the interc...

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Main Authors: Sethi, Muhammad Athar Javed, Hussin, Fawnizu Azmadi, Hamid, Nor Hisham
Format: Conference or Workshop Item
Published: 2014
Online Access:http://eprints.utp.edu.my/11964/1/IEEE_Bio-inspired%20NoC%20Fault%20Tolerant%20Techniques.pdf
http://eprints.utp.edu.my/11964/
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spelling my.utp.eprints.119642017-01-19T08:21:02Z Bio-inspired NoC fault tolerant techniques Sethi, Muhammad Athar Javed Hussin, Fawnizu Azmadi Hamid, Nor Hisham The incorporation of processing elements which include processor cores, memories, configurable components and DSP cores on Network on Chip (NoC) have made the communication structure of NoC very complex. To support the complexity of NoC, the physical device sizes are scaled down. However, the interconnects are not scaled at the same rate as the device. Interconnects have contributed to faults, system delay and high power consumptions. Interconnects of NoC are more vulnerable to faults. Many fault tolerant routing techniques have been proposed but they still have the energy, power, congestion problems and they lack the adaptiveness and robustness. In this work, two novel bio-inspired NoC techniques are analyzed. The bio-inspired mechanism of “synaptogenesis” and “sprouting” is adopted in the NoC algorithm and architecture. With the help of this the algorithm is robust and NoC is fault tolerant. In sprouting algorithm, the average throughput and average packet latency was increased by 8.56% and 4.65% respectively while average bandwidth was efficiently utilized by 0.23% as compared to synaptogenesis algorithm. The bio-inspired algorithms improved the average throughput and accepted traffic by 72.12% as compared to the literature technique. 2014 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/11964/1/IEEE_Bio-inspired%20NoC%20Fault%20Tolerant%20Techniques.pdf Sethi, Muhammad Athar Javed and Hussin, Fawnizu Azmadi and Hamid, Nor Hisham (2014) Bio-inspired NoC fault tolerant techniques. In: International Conference On Intelligent & Advanced Systems (ICIAS 2014), 3-5 June 2014, Kuala Lumpur, Malaysia. http://eprints.utp.edu.my/11964/
institution Universiti Teknologi Petronas
building UTP Resource Centre
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Petronas
content_source UTP Institutional Repository
url_provider http://eprints.utp.edu.my/
description The incorporation of processing elements which include processor cores, memories, configurable components and DSP cores on Network on Chip (NoC) have made the communication structure of NoC very complex. To support the complexity of NoC, the physical device sizes are scaled down. However, the interconnects are not scaled at the same rate as the device. Interconnects have contributed to faults, system delay and high power consumptions. Interconnects of NoC are more vulnerable to faults. Many fault tolerant routing techniques have been proposed but they still have the energy, power, congestion problems and they lack the adaptiveness and robustness. In this work, two novel bio-inspired NoC techniques are analyzed. The bio-inspired mechanism of “synaptogenesis” and “sprouting” is adopted in the NoC algorithm and architecture. With the help of this the algorithm is robust and NoC is fault tolerant. In sprouting algorithm, the average throughput and average packet latency was increased by 8.56% and 4.65% respectively while average bandwidth was efficiently utilized by 0.23% as compared to synaptogenesis algorithm. The bio-inspired algorithms improved the average throughput and accepted traffic by 72.12% as compared to the literature technique.
format Conference or Workshop Item
author Sethi, Muhammad Athar Javed
Hussin, Fawnizu Azmadi
Hamid, Nor Hisham
spellingShingle Sethi, Muhammad Athar Javed
Hussin, Fawnizu Azmadi
Hamid, Nor Hisham
Bio-inspired NoC fault tolerant techniques
author_facet Sethi, Muhammad Athar Javed
Hussin, Fawnizu Azmadi
Hamid, Nor Hisham
author_sort Sethi, Muhammad Athar Javed
title Bio-inspired NoC fault tolerant techniques
title_short Bio-inspired NoC fault tolerant techniques
title_full Bio-inspired NoC fault tolerant techniques
title_fullStr Bio-inspired NoC fault tolerant techniques
title_full_unstemmed Bio-inspired NoC fault tolerant techniques
title_sort bio-inspired noc fault tolerant techniques
publishDate 2014
url http://eprints.utp.edu.my/11964/1/IEEE_Bio-inspired%20NoC%20Fault%20Tolerant%20Techniques.pdf
http://eprints.utp.edu.my/11964/
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score 13.18916