Exploiting Bayesian belief network for adaptive IP-reuse decision

Exploiting Bayesian belief network for adaptive IP-reuse decision

A smart camera processor has to perform substantial amount of processing of data-intensive operations. Hence, it is vital to identify critical segments of the processing load by involving HW/SW codesign in smart camera system design. This paper presents a novel fully automatic hybrid framework that...

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Main Authors: Azman, Amelia Wong, Bigdeli, Abbas, Biglari-Abhari, Morteza, Mohd Mustafah, Yasir, Lovell, Brian
Format: Conference or Workshop Item
Language:English
Published: 2009
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/28297/
http://irep.iium.edu.my/28297/
http://irep.iium.edu.my/28297/1/Exploiting_Bayesian_belief_network_for_adaptive_IP-reuse_decision.pdf
id iium-28297
recordtype eprints
spelling iium-282972013-09-18T02:44:02Z http://irep.iium.edu.my/28297/ Exploiting Bayesian belief network for adaptive IP-reuse decision Azman, Amelia Wong Bigdeli, Abbas Biglari-Abhari, Morteza Mohd Mustafah, Yasir Lovell, Brian T Technology (General) A smart camera processor has to perform substantial amount of processing of data-intensive operations. Hence, it is vital to identify critical segments of the processing load by involving HW/SW codesign in smart camera system design. This paper presents a novel fully automatic hybrid framework that combines heuristic and knowledge-based approaches to partition, allocate and schedule IP modules efficiently. In this work, the concept of Bayesian Belief Network (BBN) is utilised and incorporated into the proposed framework. In the experiment section of this paper, we report a comparison of our proposed framework with three previously published work: A BBN based method proposed by a research group from the University of Arizona, the exhaustive algorithm and finally the with greedy algorithms. 2009-12 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/28297/1/Exploiting_Bayesian_belief_network_for_adaptive_IP-reuse_decision.pdf Azman, Amelia Wong and Bigdeli, Abbas and Biglari-Abhari, Morteza and Mohd Mustafah, Yasir and Lovell, Brian (2009) Exploiting Bayesian belief network for adaptive IP-reuse decision. In: Digital Image Computing: Techniques and Applications 2009 (DICTA '09), 1 - 3 December 2009, Melbourne, VIC. http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=5384971&queryText%3DExploiting+Bayesian+belief+network+for+adaptive+IP-reuse+decision
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic T Technology (General)
spellingShingle T Technology (General)
Azman, Amelia Wong
Bigdeli, Abbas
Biglari-Abhari, Morteza
Mohd Mustafah, Yasir
Lovell, Brian
Exploiting Bayesian belief network for adaptive IP-reuse decision
description A smart camera processor has to perform substantial amount of processing of data-intensive operations. Hence, it is vital to identify critical segments of the processing load by involving HW/SW codesign in smart camera system design. This paper presents a novel fully automatic hybrid framework that combines heuristic and knowledge-based approaches to partition, allocate and schedule IP modules efficiently. In this work, the concept of Bayesian Belief Network (BBN) is utilised and incorporated into the proposed framework. In the experiment section of this paper, we report a comparison of our proposed framework with three previously published work: A BBN based method proposed by a research group from the University of Arizona, the exhaustive algorithm and finally the with greedy algorithms.
format Conference or Workshop Item
author Azman, Amelia Wong
Bigdeli, Abbas
Biglari-Abhari, Morteza
Mohd Mustafah, Yasir
Lovell, Brian
author_facet Azman, Amelia Wong
Bigdeli, Abbas
Biglari-Abhari, Morteza
Mohd Mustafah, Yasir
Lovell, Brian
author_sort Azman, Amelia Wong
title Exploiting Bayesian belief network for adaptive IP-reuse decision
title_short Exploiting Bayesian belief network for adaptive IP-reuse decision
title_full Exploiting Bayesian belief network for adaptive IP-reuse decision
title_fullStr Exploiting Bayesian belief network for adaptive IP-reuse decision
title_full_unstemmed Exploiting Bayesian belief network for adaptive IP-reuse decision
title_sort exploiting bayesian belief network for adaptive ip-reuse decision
publishDate 2009
url http://irep.iium.edu.my/28297/
http://irep.iium.edu.my/28297/
http://irep.iium.edu.my/28297/1/Exploiting_Bayesian_belief_network_for_adaptive_IP-reuse_decision.pdf
first_indexed 2023-09-18T20:41:47Z
last_indexed 2023-09-18T20:41:47Z
_version_ 1777409413985861632

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