Staff View: Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications

Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications

Most existing works on application mapping for Multiprocessor System-on-Chip (MPSoC) use either simulation or analytical modeling to evaluate their mapping solutions. However, the use of these evaluation approaches is not as accurate as prototyping on a real MPSoC system. Rapid prototyping on a reco...

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Main Authors:	Marsono, Muhammad Nadzir, Mohammed, Mohammed Sultan Ahmed, Ab. Rahman, Ab. Al-Hadi, Paraman, Norlina, Tang, Jia Wei
Format:	Conference or Workshop Item
Published:	2018
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://eprints.utm.my/id/eprint/82453/ http://dx.doi.org/10.1109/ICSGRC.2018.8657542
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id	my.utm.82453
record_format	eprints
spelling	my.utm.824532019-10-08T04:47:51Z http://eprints.utm.my/id/eprint/82453/ Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications Marsono, Muhammad Nadzir Mohammed, Mohammed Sultan Ahmed Ab. Rahman, Ab. Al-Hadi Paraman, Norlina Tang, Jia Wei TK Electrical engineering. Electronics Nuclear engineering Most existing works on application mapping for Multiprocessor System-on-Chip (MPSoC) use either simulation or analytical modeling to evaluate their mapping solutions. However, the use of these evaluation approaches is not as accurate as prototyping on a real MPSoC system. Rapid prototyping on a reconfigurable logic platform for design space exploration is also not trivial as tasks have to be developed ground-up. This paper proposes a development environment for fast NoC-based MPSoC application prototyping. A conversion method called CAL2NoC is proposed to convert a high-level dataflow model of real-world applications to multiple executable C codes (tasks). These application tasks are executed on emulated Network-on-Chip (NoC) based MPSoC platform and run-time performance traces are collected. CAL2NoC facilitates prototype-based design space exploration for real-world applications using emulated MPSoC platform for practical performance evaluation. As a proof-of-concept, JPEG encoder is profiled using the proposed method. It has been shown that the proposed method facilitates a rapid development of emulated MPSoC for accurate application mapping evaluation. 2018 Conference or Workshop Item PeerReviewed Marsono, Muhammad Nadzir and Mohammed, Mohammed Sultan Ahmed and Ab. Rahman, Ab. Al-Hadi and Paraman, Norlina and Tang, Jia Wei (2018) Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications. In: 9th IEEE Control and System Graduate Research Colloquium, ICSGRC 2018, 3 August 2018 - 4 August 2018, Grand Blue Wave Hotel Shah Alam, Malaysia. http://dx.doi.org/10.1109/ICSGRC.2018.8657542
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/
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Marsono, Muhammad Nadzir Mohammed, Mohammed Sultan Ahmed Ab. Rahman, Ab. Al-Hadi Paraman, Norlina Tang, Jia Wei Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications
description	Most existing works on application mapping for Multiprocessor System-on-Chip (MPSoC) use either simulation or analytical modeling to evaluate their mapping solutions. However, the use of these evaluation approaches is not as accurate as prototyping on a real MPSoC system. Rapid prototyping on a reconfigurable logic platform for design space exploration is also not trivial as tasks have to be developed ground-up. This paper proposes a development environment for fast NoC-based MPSoC application prototyping. A conversion method called CAL2NoC is proposed to convert a high-level dataflow model of real-world applications to multiple executable C codes (tasks). These application tasks are executed on emulated Network-on-Chip (NoC) based MPSoC platform and run-time performance traces are collected. CAL2NoC facilitates prototype-based design space exploration for real-world applications using emulated MPSoC platform for practical performance evaluation. As a proof-of-concept, JPEG encoder is profiled using the proposed method. It has been shown that the proposed method facilitates a rapid development of emulated MPSoC for accurate application mapping evaluation.
format	Conference or Workshop Item
author	Marsono, Muhammad Nadzir Mohammed, Mohammed Sultan Ahmed Ab. Rahman, Ab. Al-Hadi Paraman, Norlina Tang, Jia Wei
author_facet	Marsono, Muhammad Nadzir Mohammed, Mohammed Sultan Ahmed Ab. Rahman, Ab. Al-Hadi Paraman, Norlina Tang, Jia Wei
author_sort	Marsono, Muhammad Nadzir
title	Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications
title_short	Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications
title_full	Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications
title_fullStr	Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications
title_full_unstemmed	Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications
title_sort	rapid prototyping of noc-based mpsoc based on dataflow modeling of real-world applications
publishDate	2018
url	http://eprints.utm.my/id/eprint/82453/ http://dx.doi.org/10.1109/ICSGRC.2018.8657542
_version_	1651866659138306048
score	13.211869

Rapid prototyping of NoC-based MPSoC based on dataflow modeling of real-world applications

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