Design and Implementation of an Improved Datacenter Broker Policy to Improve the QoS of a Cloud

被引:18
|
作者
Chatterjee, Tamojit [1 ]
Ojha, Varun Kumar [2 ]
Adhikari, Mainak [3 ]
Banerjee, Sourav [1 ]
Biswas, Utpal [4 ]
Snasel, Vaclav [2 ]
机构
[1] Kalyani Govt Engn Coll, Dept Comp Sci Engn, Nadia, W Bengal, India
[2] VSB Tech Univ Ostrava, IT4Innovat, Ostrava, Czech Republic
[3] Dept Comp Sci Engg, IMPS Coll Engn & Technol, Malda, India
[4] Kalyani Univ, Bangalore, Karnataka, India
关键词
Cloud Computing; Quality of Service; Cloud Service Provider; Virtual Machine; Datacenter; Datacenter Broker;
D O I
10.1007/978-3-319-08156-4_28
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Cloud Computing offers various remotely accessible services to users either free or on payment. A major issue with Cloud Service Providers (CSP) is to maintain Quality of Service (QoS). The QoS encompasses different parameters, like, smart job allocation strategy, efficient load balancing, response time optimization, reduction in wastage of bandwidth, accountability of the overall system, best Virtual Machine (VM) (Which reduce the overall execution time of the requested Cloudlets) selection etc. The Datacenter Broker (DCB) policy helps binding a Cloudlet with a VM. An efficient DCB policy reduces the overall execution time of a Cloudlet. Allocating cloudlets properly to the appropriate VMs in a Datacenter makes a system active, alive and balanced. In present study, we proposed a conductance algorithm for effective allocation of Cloudlets to the VMs in a Datacenter by taking into consideration of power and capacity of VMs, and length of Cloudlets. Experimental results obtained using CloudSim toolkit under heavy loads, establishes performance supremacy of our proposed algorithm over existing DCB algorithm.
引用
收藏
页码:281 / 290
页数:10
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