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Issue No.02 - April-June (2010 vol.3)
pp: 104-115
Robert D. Callaway , IBM, Durham Raleigh
Michael Devetsikiotis , North Carolina State University, Raleigh
Yannis Viniotis , North Carolina State University, Raleigh
Adolfo Rodriguez , North Carolina State University, Raleigh
ABSTRACT
In this paper, we propose a novel autonomic service delivery platform for service-oriented network environments. The platform enables a self-optimizing infrastructure that balances the goals of maximizing the business value derived from processing service requests and the optimal utilization of IT resources. We believe that our proposal is the first of its kind to integrate several well-established theoretical and practical techniques from networking, microeconomics, and service-oriented computing to form a fully distributed service delivery platform. The principal component of the platform is a utility-based cooperative service routing protocol that disseminates congestion-based prices among intermediaries to enable the dynamic routing of service requests from consumers to providers. We provide the motivation for such a platform and formally present our proposed architecture. We discuss the underlying analytical framework for the service routing protocol, as well as key methodologies which together provide a robust framework for our service delivery platform that is applicable to the next-generation of middleware and telecommunications architectures. We discuss issues regarding the fairness of service rate allocations, as well as the use of nonconcave utility functions in the service routing protocol. We also provide numerical results that demonstrate the ability of the platform to provide optimal routing of service requests.
INDEX TERMS
Congestion control, service selection, service delivery platform, resource allocation, network utility maximization, service-oriented networking.
CITATION
Robert D. Callaway, Michael Devetsikiotis, Yannis Viniotis, Adolfo Rodriguez, "An Autonomic Service Delivery Platform for Service-Oriented Network Environments", IEEE Transactions on Services Computing, vol.3, no. 2, pp. 104-115, April-June 2010, doi:10.1109/TSC.2010.10
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