Inteligencia Artificial (Jun 2022)

Fault Tolerance for Composite Cloud Services: A Novel Approach Based MAS

  • Ouassila Hioual,
  • Ouided Hioual,
  • Sofiane Mounine Hemam,
  • Rania Mordjane,
  • Nessrine Bouhlala

DOI
https://doi.org/10.4114/intartif.vol25iss69pp183-200
Journal volume & issue
Vol. 25, no. 69

Abstract

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Several Cloud services may be composed in order to respond quickly to the needs of users. Unfortunately, when running such a service some faults may occur. The outcome of fault control is a big challenge. In this paper, the authors propose a new approach based back recovery and multi-agent planning methods. The proposed architecture based MAS (Multi-Agent System) is composed of two main types of Agents : a Composition Manager Agent (CMA) and a Supervisor Agent (SA). The role of the CMA is to create a set of plans as an oriented graph where the nodes are the Cloud services and the valued arcs represent the composition order of these services. This agent saves checkpoints (nodes) in a stable memory so that there are at least one possible path. However, the SA ensures that the running plan is working properly; otherwise, it informs the CMA to select another sub-plan. Experimental results show the performance and effectiveness of the proposed approach.

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