Back to Search
Start Over
A hybrid formal verification approach for QoS-aware multi-cloud service composition.
- Source :
-
Cluster Computing . Dec2020, Vol. 23 Issue 4, p2453-2470. 18p. - Publication Year :
- 2020
-
Abstract
- Today, cloud providers represent their individual services with several functional and non-functional properties in various environments. Discovering and selecting an appropriate atomic service from a pool of activated services are a main challenge in the multi-cloud service composition. Minimizing the number of cloud providers is a critical matter in the service composition problem, which effects on energy consumption, response time and total cost. This paper presents a hybrid formal verification approach to assess the service composition in multi-cloud environments though the decreasing number of cloud providers to gain final service composition with a high level of Quality of Service (QoS). The presented approach provides behavioral modeling to examine the procedure of user' requests, service selection, and composition in a multi-cloud environment. Also, the proposed approach permits analysis of the service composition using a Multi-Labeled Transition Systems (MLTS)-based model checking and Pi-Calculus-based process algebra methods for monitoring the functional specifications and non-functional properties as the QoS standards. In addition, the proposed approach satisfies the functional properties for the multi-cloud service composition. The experimental results proved the feasibility of the proposed approach with performance evaluations and some confirmation setups. [ABSTRACT FROM AUTHOR]
- Subjects :
- *HUMAN behavior models
*QUALITY of service
*ENERGY consumption
Subjects
Details
- Language :
- English
- ISSN :
- 13867857
- Volume :
- 23
- Issue :
- 4
- Database :
- Academic Search Index
- Journal :
- Cluster Computing
- Publication Type :
- Academic Journal
- Accession number :
- 146658178
- Full Text :
- https://doi.org/10.1007/s10586-019-03018-9