Title :
Iterative Configuration Method: An Effective and Efficient Heuristic for Service Oriented Infrastructure Resource Allocation
Author :
Reynolds, M. Brent ; Hopkinson, Kenneth M. ; Oxley, Mark E. ; Mullins, Barry E.
Abstract :
This work defines a heuristic to determine the most optimal configuration for a service oriented infrastructure by effectively and efficiently matching network nodes´ resource provisions to services´ resource demands. The heuristic is a numerical method that attempts to find the global minima of a configuration quality metric. The efficiency and effectiveness of the heuristic is compared to simulated annealing in a large scale simulation. In the large scale, the heuristic is an order of magnitude better in both effectiveness and efficiency.
Keywords :
distributed processing; heuristic programming; resource allocation; software architecture; configuration quality metric; efficient heuristics; iterative configuration method; service oriented infrastructure resource allocation; Adaptation model; Computational modeling; Mathematical model; Resource management; Simulated annealing; Virtual machining; heuristic; resource allocation;
Conference_Titel :
Services (SERVICES-1), 2010 6th World Congress on
Conference_Location :
Miami, FL
Print_ISBN :
978-1-4244-8199-6
Electronic_ISBN :
978-0-7695-4129-7
DOI :
10.1109/SERVICES.2010.99