Ahmed, Firas D. and Mazlina, Abdul Majid (2019) Towards agent-based petri net decision making modelling for cloud service composition: A literature survey. Journal of Network and Computer Applications, 130. pp. 14-38. ISSN 1084-8045. (Published)
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Abstract
Context In recent years, various complex and similar-function cloud services with different quality of service features are offered in services pool. Such diversity of services complicates the efficient selection of atomic services and the automatic provision of composited ones. Objective We aim to shed light on the significance of agent-based decision-making methods for boosting cloud services' composition and modelling such complex systems using petri net (PN) techniques. Method In this paper, we report a survey of relevant and related literature focusing on agent-based petri net decision-making modelling for cloud service composition (CSC). We analyse the surveyed works and explain their strengths and weaknesses. Results We found how these technologies and techniques can be well-suited for CSC requirements in overcoming the most important documented challenges. Aside from agent technologies for boosting CSC, multi-criteria decision-making (MCDM) methods are suitable for ensuring service selection for composition operatively because they match end-user requirements with the trade-off criteria that cloud services are characterised with and are well-suited for the agent-based architecture. Furthermore, PNs are appropriate for supporting the modelling of such systems as groups of independent and loosely coupled modules. Conclusion We suggest using a couple of agent-based problem-solving techniques to efficiently composite singular services automatically. This utilisation must be supported with an integrated and hybrid MCDM methodology to facilitate the ranking and selection of compromise solutions. The proposed solutions will be impressive if the whole process is systematically and mathematically formulated by PNs. This survey can be used by researchers aiming to join this line of research for further achievement.
| Item Type: | Article |
|---|---|
| Uncontrolled Keywords: | Agent-based modelling; Multi-agent systems; Petri nets; Decision making; Cloud service composition; Agent-based cloud computing; Service computing; Literature survey |
| Subjects: | Q Science > QA Mathematics > QA76 Computer software |
| Faculty/Division: | Faculty of Computer System And Software Engineering |
| Depositing User: | Dr. Mazlina Abdul Majid |
| Date Deposited: | 29 Jan 2019 05:00 |
| Last Modified: | 29 Jan 2019 05:00 |
| URI: | http://umpir.ump.edu.my/id/eprint/23999 |
| Download Statistic: | View Download Statistics |
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