A software-hardware optimizer model for optimized design of things in Agents of Things

The machines, or ‘things’ in the Internet of Things (IoT) lack self-reasoning capability, which limits their potential to provide value-added services for humans. Consequently, we introduce the concept of Agents of Things (AoT) as an extension to the IoT, in which the things are embedded with self-r...

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Main Authors: Mzahm, A.M., Ahmad, M.S., Tang, A.Y.C., Ahmad, A.
Format: Article
Language:English
Published: 2017
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spelling my.uniten.dspace-38582018-01-26T01:46:11Z A software-hardware optimizer model for optimized design of things in Agents of Things Mzahm, A.M. Ahmad, M.S. Tang, A.Y.C. Ahmad, A. Software analysis The machines, or ‘things’ in the Internet of Things (IoT) lack self-reasoning capability, which limits their potential to provide value-added services for humans. Consequently, we introduce the concept of Agents of Things (AoT) as an extension to the IoT, in which the things are embedded with self-reasoning intelligent software agents to provide value-added services for humans. Two crucial issues in designing intelligent things are to determine what value-added services they should offer and the subsequent level of reasoning abilities that are required for these services. Consequently, we need to find an optimum match between the hardware capabilities of the things and their corresponding software agents’ reasoning abilities to deliver value-added services on top of performing their basic IoT functions. In this paper, we present the results of a software analysis represented by a software spectrum and a hardware analysis represented by a hardware spectrum. We then link these two spectra to form a structured hardware-software optimizer for a thing’s design model, which we called the Structured Hardware-Software Optimizer or SHOM. We demonstrate the use of SHOM in designing optimized things in a simulated traffic scenario in manifesting the AoT concept. © 2005 - 2016 JATIT & LLS. All rights reserved. 2017-10-31T08:20:42Z 2017-10-31T08:20:42Z 2016 Article https://pure.uniten.edu.my/en/persons/azhana-ahmad/publications/ en Journal of Theoretical and Applied Information TechnologyOpen Access Volume 94, Issue 2, 31 December 2016, Pages 490-501
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
topic Software analysis
spellingShingle Software analysis
Mzahm, A.M.
Ahmad, M.S.
Tang, A.Y.C.
Ahmad, A.
A software-hardware optimizer model for optimized design of things in Agents of Things
description The machines, or ‘things’ in the Internet of Things (IoT) lack self-reasoning capability, which limits their potential to provide value-added services for humans. Consequently, we introduce the concept of Agents of Things (AoT) as an extension to the IoT, in which the things are embedded with self-reasoning intelligent software agents to provide value-added services for humans. Two crucial issues in designing intelligent things are to determine what value-added services they should offer and the subsequent level of reasoning abilities that are required for these services. Consequently, we need to find an optimum match between the hardware capabilities of the things and their corresponding software agents’ reasoning abilities to deliver value-added services on top of performing their basic IoT functions. In this paper, we present the results of a software analysis represented by a software spectrum and a hardware analysis represented by a hardware spectrum. We then link these two spectra to form a structured hardware-software optimizer for a thing’s design model, which we called the Structured Hardware-Software Optimizer or SHOM. We demonstrate the use of SHOM in designing optimized things in a simulated traffic scenario in manifesting the AoT concept. © 2005 - 2016 JATIT & LLS. All rights reserved.
format Article
author Mzahm, A.M.
Ahmad, M.S.
Tang, A.Y.C.
Ahmad, A.
author_facet Mzahm, A.M.
Ahmad, M.S.
Tang, A.Y.C.
Ahmad, A.
author_sort Mzahm, A.M.
title A software-hardware optimizer model for optimized design of things in Agents of Things
title_short A software-hardware optimizer model for optimized design of things in Agents of Things
title_full A software-hardware optimizer model for optimized design of things in Agents of Things
title_fullStr A software-hardware optimizer model for optimized design of things in Agents of Things
title_full_unstemmed A software-hardware optimizer model for optimized design of things in Agents of Things
title_sort software-hardware optimizer model for optimized design of things in agents of things
publishDate 2017
_version_ 1644493580659589120
score 13.211869