Synaptogenesis based bio-inspired NoC fault tolerant interconnects

Network on Chip (NoC) is a communication framework for interconnection of processing element (PE's). The excessive and parallel communication requirements of heterogeneous PE's in NoC have made the communication structure very complex. The size of the devices are scaled down to support the...

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Main Authors: Sethi, Muhammad Athar Javed, Hussin, Fawnizu Azmadi, Hamid, Nor Hisham
Format: Conference or Workshop Item
Published: 2013
Online Access:http://eprints.utp.edu.my/11976/1/IEEE_Synaptogensis%20Based%20Bio-inspired%20NoC%20Fault%20Tolerant%20Interconnects.pdf
http://eprints.utp.edu.my/11976/
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spelling my.utp.eprints.119762017-01-19T08:21:13Z Synaptogenesis based bio-inspired NoC fault tolerant interconnects Sethi, Muhammad Athar Javed Hussin, Fawnizu Azmadi Hamid, Nor Hisham Network on Chip (NoC) is a communication framework for interconnection of processing element (PE's). The excessive and parallel communication requirements of heterogeneous PE's in NoC have made the communication structure very complex. The size of the devices are scaled down to support the complexity but the size of interconnects remains the same. To support the complexity of NoC many fault tolerant routing techniques have been proposed to cope with the faulty nodes and interconnects which occur during the communication. All the routing algorithms lack the adaptiveness, robustness and they also have the drawbacks of congestion, delayed communication and latency issues. In this paper a synaptogenesis bases bio-inspired algorithm is proposed for NoC. This algorithm is fault tolerant as it adapts the mechanism of biological brain. The results show that the bio-inspired algorithm quickly recovers from the fault and it is robust and fault tolerant. The average packet network latency was increased by 11.64%, average bandwidth was reduced by 0.07% and throughput is drop to 43.30% during the network recovery from faults. While comparing with literature technique the average throughput and accepted traffic is increased by 76.92%. 2013 Conference or Workshop Item PeerReviewed application/pdf http://eprints.utp.edu.my/11976/1/IEEE_Synaptogensis%20Based%20Bio-inspired%20NoC%20Fault%20Tolerant%20Interconnects.pdf Sethi, Muhammad Athar Javed and Hussin, Fawnizu Azmadi and Hamid, Nor Hisham (2013) Synaptogenesis based bio-inspired NoC fault tolerant interconnects. In: 2013 IEEE International Conference on Control System, Computing and Engineering (ICCSCE 2013), 29th November-1st December 2013, Penang, Malaysia.. http://eprints.utp.edu.my/11976/
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 Network on Chip (NoC) is a communication framework for interconnection of processing element (PE's). The excessive and parallel communication requirements of heterogeneous PE's in NoC have made the communication structure very complex. The size of the devices are scaled down to support the complexity but the size of interconnects remains the same. To support the complexity of NoC many fault tolerant routing techniques have been proposed to cope with the faulty nodes and interconnects which occur during the communication. All the routing algorithms lack the adaptiveness, robustness and they also have the drawbacks of congestion, delayed communication and latency issues. In this paper a synaptogenesis bases bio-inspired algorithm is proposed for NoC. This algorithm is fault tolerant as it adapts the mechanism of biological brain. The results show that the bio-inspired algorithm quickly recovers from the fault and it is robust and fault tolerant. The average packet network latency was increased by 11.64%, average bandwidth was reduced by 0.07% and throughput is drop to 43.30% during the network recovery from faults. While comparing with literature technique the average throughput and accepted traffic is increased by 76.92%.
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
Synaptogenesis based bio-inspired NoC fault tolerant interconnects
author_facet Sethi, Muhammad Athar Javed
Hussin, Fawnizu Azmadi
Hamid, Nor Hisham
author_sort Sethi, Muhammad Athar Javed
title Synaptogenesis based bio-inspired NoC fault tolerant interconnects
title_short Synaptogenesis based bio-inspired NoC fault tolerant interconnects
title_full Synaptogenesis based bio-inspired NoC fault tolerant interconnects
title_fullStr Synaptogenesis based bio-inspired NoC fault tolerant interconnects
title_full_unstemmed Synaptogenesis based bio-inspired NoC fault tolerant interconnects
title_sort synaptogenesis based bio-inspired noc fault tolerant interconnects
publishDate 2013
url http://eprints.utp.edu.my/11976/1/IEEE_Synaptogensis%20Based%20Bio-inspired%20NoC%20Fault%20Tolerant%20Interconnects.pdf
http://eprints.utp.edu.my/11976/
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score 13.160551