Component deployment using parallel ant-nests. (25th January 2015)

• Record Type: Journal Article
• Authors: Csorba, Máté J.; Heegaard, Poul E.; Herrmann, Peter
• Is Part Of: International journal of autonomous and adaptive communications systems. Volume 4:Number 1(2011)
• Page Start: 78
• Page End: 99
• Publication Date: 2015-01-25
• Subjects: component deployment -- CEAS -- cross entropy ant system -- QoS requirements -- heuristic optimisation -- autonomous systems; Adaptive computing systems -- Periodicals; Wireless communication systems -- Periodicals; Computer networks -- Periodicals; 004.6
• Languages: English
• ISSNs: 1754-8632

Abstract

This paper targets the problem of efficient software component deployment in distributed networked services. We approach the problem from a model-based service development aspect and propose a solution based on novel methods applied in network management. The swarm intelligence-based deployment logic we have developed uses service models that are defined in UML 2.0. These service models are embellished to contain the non-functional requirements against the implementation of the service that are necessary to solve the component deployment problem and to obtain a deployment mapping. The result of the heuristic optimisation procedure is mappings between the components and the resources provided by the execution environment the service is deployed into. In this work, the deployment is viewed from the perspective of the service provider and our algorithm possesses significant potential in providing adaptation support for services in various changing environments.