Available online at: www.ijarcsse.com Dynamic Resource Allocation and Data Processing Framework for Cloud Architecture

Abstract—Cloud Computing has became an emerging area in the recent areas. It extends services like SaaS, PaaS and IaaS. One of the complicated applications in Iaas is parallel data processing. Parallel data processing is needed to integrate and deploy their programs in customer premises. However, the processing frameworks which are currently used have been designed for static, homogeneous cluster setups and disregard the particular nature of a cloud. Results into the allocated resources may not be sufficient for the large scale jobs and unnecessarily increase processing time and cost. In this paper we discuss the opportunities and challenges for efficient parallel data processing in clouds and a novel framework is designed for the parallel data processing