Towards Service Evaluation and Ranking Model for Cloud Infrastructure Selection

被引:9
|
作者
Khan, Muhammad Zubair [1 ]
Qamar, Usman [1 ]
机构
[1] Natl Univ Sci & Technol, Coll Elect & Mech Engn, Islamabad, Pakistan
来源
IEEE 12TH INT CONF UBIQUITOUS INTELLIGENCE & COMP/IEEE 12TH INT CONF ADV & TRUSTED COMP/IEEE 15TH INT CONF SCALABLE COMP & COMMUN/IEEE INT CONF CLOUD & BIG DATA COMP/IEEE INT CONF INTERNET PEOPLE AND ASSOCIATED SYMPOSIA/WORKSHOPS | 2015年
关键词
cloud computing; multiple criteria decision making; quality of service; service measurement; ranking;
D O I
10.1109/UIC-ATC-ScalCom-CBDCom-IoP.2015.232
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 is bringing revolution in the world of information technology by offering on-demand publicly available desired computing resources to the cloud customers. As, there are multiple cloud service providers available in the market and are increasing exponentially, it becomes very difficult for customer to select the most appropriate option from the web repository based on his personalized quality requirements. Also, the dynamic nature of cloud services makes it even difficult for customers to assess resource provider and its service quality ensured in Service Level Agreement. Currently no model exists that allow the customer to evaluate and rank services depending on performance consistency. Under this context, this paper propose Cloud Service Evaluation and Ranking Model (CSERM), which utilizes service measurement index, consistency checking and multiple criteria decision making techniques to evaluate service performance (cloud resource providers) based on user-defined requirements and generate ranked list from where the customer can select the top most ranked option for deploying their applications. Such a model can make significant impact on service performance and compel cloud providers to satisfy their promised quality of services. A case study in this paper describes the whole model implementation.
引用
收藏
页码:1282 / 1287
页数:6
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