Resource Allocation in Cloud Computing Using A Generalized Knapsack Model

Aremu, Dayo Reuben and Abiodun, Moses and Oluwasogo, S. A. Resource Allocation in Cloud Computing Using A Generalized Knapsack Model. International Journal for the Application of Wireless and Mobile Computing, 4 (1).

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Abstract

The idea behind Cloud Computing is to transform a bigger segment of the IT market, making software and hardware a more attractive service and redefining the use of IT hardware and software for effective resource allocation and scheduling. Allocation of resources in Cloud Computing environment however, is an extremely very challenging task according, hence the need for efficient algorithms for effective allocation of resources? This paper presents resource Allocation in Cloud Computing using a Generalized Knapsack Algorithm. The main aim of this paper is to develop Knapsack based Cloud Computing Resource Allocation Model. The specific objectives are to: review the existing resource allocation model; design the Knapsack allocation model; evaluate the Knapsack model by using the dynamic programming approach; and implemented the model by using Java Programming language.

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