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Minneapolis, Minnesota USA
June 20, 2011 to June 24, 2011
ISBN: 978-0-7695-4386-4
pp: 1-6
ABSTRACT
With increasing demand for high performance computing and data storage, distributed computing systems have attracted a lot of attention. Resource allocation is one of the most important challenges in the distributed systems specially when the clients have some Service Level Agreements (SLAs) and the total profit in the system depends on how the system can meet these SLAs. In this paper, an SLA-based resource allocation problem for cloud computing is considered and a distributed solution to this problem is presented. The processing, data storage, and communication resources are considered as three dimensions in which optimizations are performed. Simulation results demonstrate that the proposed heuristic algorithm is robust (produces high quality solutions independent of the initial solution provided) and produces solutions very close to the "optimum" (best solution found by Monte Carlo simulation).
INDEX TERMS
Cloud Computing, Resource allocation, Service Level Agreement
CITATION
Hadi Goudarzi, Massoud Pedram, "Maximizing Profit in Cloud Computing System via Resource Allocation", ICDCSW, 2011, 2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops, 2013 IEEE 33rd International Conference on Distributed Computing Systems Workshops 2011, pp. 1-6, doi:10.1109/ICDCSW.2011.52
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