A Service-Based Entropic Model for Sensors Orchestration

  • Authors:

  • Rajani S. Sadasivam;Ravikumar Goli;Rajesh Kathiru;Adisesh Krishnan;Stanley Thompson;Yalcin Tuncer;Murat M. Tanik

  • Affiliations:

  • Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA,Division of Continuing Medical Education, University of Alabama at Birmingham, Birmingha ...;Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA;Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA;Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA;Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA,BellSouth Telecommunications, Inc., Atlanta, GA, USA;Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA;Department of Electrical and Computer Engineering, University of Alabama at Birmingham, Birmingham, AL, USA

  • Venue:
  • International Journal of Distributed Sensor Networks
  • Year:
  • 2009

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Abstract

Naval research programs are focusing on a distributed architecture approach for successful migration of data from one region to another. This presents a challenging area of modeling and managing the distributed approaches. This article describes a service-based model, which comprises of two steps that are decomposition and orchestration, for effectively managing distributed cluster networks. The contribution of this paper is two-fold. First, the article describes in detail the information transfer and entropy based decomposition approach. Second, it demonstrates the effectiveness of the orchestration approach to address challenges in distributed clusters using a simulation. We have implemented the decomposition approach in both Java and Matlab for verification.