A multi-agent system approach for trustworthy cloud service discovery
Harnessing the benefits of cloud computing, demands that a potential user has adequate access to trustworthy cloud services. Locating resources and services in a heterogeneous network such as cloud environment may be a tedious task. The cloud computing is a form of distributed system with a complex...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
Taylor & Francis Group
2016-12-01
|
Series: | Cogent Engineering |
Subjects: | |
Online Access: | http://dx.doi.org/10.1080/23311916.2016.1256084 |
_version_ | 1797714691975282688 |
---|---|
author | A.O. Akinwunmi E.A. Olajubu G.A. Aderounmu |
author_facet | A.O. Akinwunmi E.A. Olajubu G.A. Aderounmu |
author_sort | A.O. Akinwunmi |
collection | DOAJ |
description | Harnessing the benefits of cloud computing, demands that a potential user has adequate access to trustworthy cloud services. Locating resources and services in a heterogeneous network such as cloud environment may be a tedious task. The cloud computing is a form of distributed system with a complex aggregation of computing resources from different domains with different administrative policies but having immense benefits that could enhance the mode of computing. Discovering cloud services is complicated by the varied level of quality of service offered by the different providers, hence a monolithic approach to cloud service discovery cannot effectively support the cloud environment. This work proposed a distributive approach to discovering trustworthy cloud services with the use of Multi-Agents System for achieving intelligent cloud service discovery. Simulation experiments were carried out and the results showed that extending the Multi-Agents System approach by integrating trust into the process of cloud service discovery improves the quality of service in terms of response time and scalability. A further comparative analysis of Multi-Agents System approach for cloud service discovery to monolithic approach showed that it is highly efficient, and highly flexible for trustworthy cloud service discovery. |
first_indexed | 2024-03-12T07:55:43Z |
format | Article |
id | doaj.art-43384199d4e447eb910aa8b40d3d0ab2 |
institution | Directory Open Access Journal |
issn | 2331-1916 |
language | English |
last_indexed | 2024-03-12T07:55:43Z |
publishDate | 2016-12-01 |
publisher | Taylor & Francis Group |
record_format | Article |
series | Cogent Engineering |
spelling | doaj.art-43384199d4e447eb910aa8b40d3d0ab22023-09-02T20:15:35ZengTaylor & Francis GroupCogent Engineering2331-19162016-12-013110.1080/23311916.2016.12560841256084A multi-agent system approach for trustworthy cloud service discoveryA.O. Akinwunmi0E.A. Olajubu1G.A. Aderounmu2Bowen UniversityObafemi Awolowo UniversityObafemi Awolowo UniversityHarnessing the benefits of cloud computing, demands that a potential user has adequate access to trustworthy cloud services. Locating resources and services in a heterogeneous network such as cloud environment may be a tedious task. The cloud computing is a form of distributed system with a complex aggregation of computing resources from different domains with different administrative policies but having immense benefits that could enhance the mode of computing. Discovering cloud services is complicated by the varied level of quality of service offered by the different providers, hence a monolithic approach to cloud service discovery cannot effectively support the cloud environment. This work proposed a distributive approach to discovering trustworthy cloud services with the use of Multi-Agents System for achieving intelligent cloud service discovery. Simulation experiments were carried out and the results showed that extending the Multi-Agents System approach by integrating trust into the process of cloud service discovery improves the quality of service in terms of response time and scalability. A further comparative analysis of Multi-Agents System approach for cloud service discovery to monolithic approach showed that it is highly efficient, and highly flexible for trustworthy cloud service discovery.http://dx.doi.org/10.1080/23311916.2016.1256084cloud servicemulti-agentservice discoverydistributed computingfunctional analysis |
spellingShingle | A.O. Akinwunmi E.A. Olajubu G.A. Aderounmu A multi-agent system approach for trustworthy cloud service discovery Cogent Engineering cloud service multi-agent service discovery distributed computing functional analysis |
title | A multi-agent system approach for trustworthy cloud service discovery |
title_full | A multi-agent system approach for trustworthy cloud service discovery |
title_fullStr | A multi-agent system approach for trustworthy cloud service discovery |
title_full_unstemmed | A multi-agent system approach for trustworthy cloud service discovery |
title_short | A multi-agent system approach for trustworthy cloud service discovery |
title_sort | multi agent system approach for trustworthy cloud service discovery |
topic | cloud service multi-agent service discovery distributed computing functional analysis |
url | http://dx.doi.org/10.1080/23311916.2016.1256084 |
work_keys_str_mv | AT aoakinwunmi amultiagentsystemapproachfortrustworthycloudservicediscovery AT eaolajubu amultiagentsystemapproachfortrustworthycloudservicediscovery AT gaaderounmu amultiagentsystemapproachfortrustworthycloudservicediscovery AT aoakinwunmi multiagentsystemapproachfortrustworthycloudservicediscovery AT eaolajubu multiagentsystemapproachfortrustworthycloudservicediscovery AT gaaderounmu multiagentsystemapproachfortrustworthycloudservicediscovery |