Rough Set Based Quality of Service Design for Service Provisioning in Clouds

被引：0

作者：

Ganghishetti, Praveen ^{[1
]}

Wankar, Rajeev ^{[1
]}

Almuttairi, Rafah M. ^{[1
]}

Rao, C. Raghavendra ^{[1
]}

机构：

[1] Univ Hyderabad, Dept Comp & Informat Sci, Grid Comp Labaratory, Hyderabad 500046, Andhra Pradesh, India

来源：

ROUGH SETS AND KNOWLEDGE TECHNOLOGY | 2011年 / 6954卷

关键词：

Rough Sets; Reduct; Quality of Service (QoS); Cloud Broker; Infrastructure as a Service (IaaS);

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Quality of Service (QoS) is a broad term used to describe the overall experience a user or application will receive over a network. A rough set based approach is used to design a modified Cloud-QoS Management Strategy (MC-QoSMS). MC-QoSMS is a component of cloud broker that is used to allocate resources based on Service Level Agreement between users and providers for Infrastructure as a Service (IaaS) provisioning of cloud. Concept of reduct from rough set theory is used to allocate the best service provider to the cloud's user with minimum searching time. The performance of the proposed system has been analyzed in terms of number of requests. It is reported that the system outperformed random algorithm by 25% and the round robin algorithm by 30% for 100 requests.

引用

页码：268 / 273

页数：6

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