An Enhanced Load Balancing Approach for Dynamic Resource Allocation in Cloud Environments

被引:0
|
作者
Praveenchandar, J. [1 ]
Tamilarasi, A. [2 ]
机构
[1] Vel Tech Rangarajan Dr Sagunthala R&D Inst Sci &, Dept Comp Sci & Engn, Chennai 600062, Tamil Nadu, India
[2] Kongu Engn Coll, Dept Comp Applicat, Perundurai 638060, Erode, India
关键词
Dynamic Resource Allocation; Effective load balancing; Improving stability;
D O I
10.1007/s11277-021-09110-x
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Cloud computing is one of the distributed resource-sharing technology that offers resources on a pay-as-you-use basis. Platform as a service, Infrastructure as a service, and Software as a Service are services provided by the Cloud. Each end user's Quality of service must be ensured by the cloud service provider. In recent days, cloud utilization is rapidly increasing. To avoid congestion and to preserve the Service Level Agreement, the large workload must be balanced across the network. In this research work, a new load balancing approach is proposed for the dynamic resource allocation process to improve stability and to increase profit. PBMM algorithm is devised for an effective load balancing process through which, resource scheduling is performed. Task size and the bidding value coded by each customer are taken into account. To optimize the waiting time, resource tables and task tables are employed. The average waiting time and response time of the special users are minimized. The simulation results show that the proposed load balancing technique ensures the maximum profit and it enhances load balancing stability by increasing the number of special users.
引用
收藏
页码:3757 / 3776
页数:20
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