Service Association Factor (SAF) for Cloud Service Selection and Recommendation

被引:2
|
作者
Rabbani, Imran Mujaddid [1 ]
Aslam, Muhammad [1 ]
Maria Martinez-Enriquez, Ana [2 ]
Qudeer, Zeshan [3 ]
机构
[1] Univ Engn & Technol, Dept Comp Sci & Engn, Lahore, Pakistan
[2] CINVESTAV IPN, Dept CS, Mexico City, DF, Mexico
[3] Univ South Asia, Dept Comp Sci, Lahore, Pakistan
来源
INFORMATION TECHNOLOGY AND CONTROL | 2020年 / 49卷 / 01期
关键词
Service Selection; Recommendation Systems; Service Association Factor; Interrelationships;
D O I
10.5755/j01.itc.49.1.23251
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud computing is one of the leading technology in IT and computer science domain. Business IT infrastructures are equipping themselves with modern regime of clouds. In the presence of several opportunities, selection criteria decision becomes vital when there is no supporting information available. Global clouds also need evaluation and assessment from its users that what they think about and how new ones could make their selection as per their needs. Recommended systems were built to propose best services using customer's feedback, applying quality of service parameters, assigning scores, trust worthiness and clustering in different forms and models. These techniques did not record and use interrelationships between the services that is true impact of service utilization. In the proposed approach, service association factor calculates value of interrelations among services used by the end user. An intelligent leaning based recommendation system is developed for assisting users to select services on their respective preferences. The evaluation of this technique, based on leading service providers, makes evident the excellent performance of the approach on all types of cloud models tested.
引用
收藏
页码:113 / 126
页数:14
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