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Parallel Load Efficiency Factor Based Dynamic Load Balancing Algorithm in Cloud Environment

  • Soumen SwarnakarEmail author
  • Akanksha Priyadarshni
  • Arka Das
  • Chandan Banerjee
Conference paper
  • 84 Downloads
Part of the Learning and Analytics in Intelligent Systems book series (LAIS, volume 12)

Abstract

Cloud Computing can be described as any where any time storage and it is able to provide on demand services like server, storage, software etc. to the users over internet. Cloud consists of multiple virtual machines which includes several facilities like computation and storage. The foremost aim of cloud computing is to provide systematic and well regulated access to distant and geographical resources. The efficient discharge of task scheduling computing is one of the primary factors. This paper deals with the subject of dynamic load balancing for task scheduling in cloud environment. Satisfactory results can be obtained by implementing the proposed algorithm by considering distribution of tasks on the basis of types (nature), processing efficiency and load efficiency factor. In this paper, algorithm has been implemented by taking into account cloud VM groups, configuration and nature of tasks which determines that resources have been utilized efficiently. The result has been compared and shows better results in terms of average turnaround time, average response time, average waiting time and cost efficiency ratio than existing load balancing algorithms [1, 2].

Keywords

Cloud computing Load balancing Task scheduling Round robin FCFS Dynamic load balancer Processing efficiency Virtual cloud machines 

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Copyright information

© Springer Nature Switzerland AG 2020

Authors and Affiliations

  • Soumen Swarnakar
    • 1
    Email author
  • Akanksha Priyadarshni
    • 1
  • Arka Das
    • 1
  • Chandan Banerjee
    • 1
  1. 1.Department of Information TechnologyNetaji Subhash Engineering CollegeKolkataIndia

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