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CCPLSA: A Hybrid Approach for Similarity Computation to Rank Cloud services

Publication Date : 10/07/2015



Author(s) :

R.Anupriya , S.Kirthica , Rajeswari Sridhar.


Conference Name :
4th International Conference on Recent Trends in Engineering & Technology(ICRTET-2015) July 2-4,2015 Organized by SNJB's KBJ College of Engineering,Chandwad,Nashik,Maharashtra,India



Abstract :

Due to the vast diversity of available cloud services, it is difficult for a customer to decide which cloud service satisfies his/her requirements at the most. To ease the customer’s cloud service selection process an efficient ranking algorithm is required. QoS helps in identifying the customer’s requirements and thereby aiding in optimal cloud service selection. We propose to analyze three QoS ranking algorithms and identify the issues in these algorithms. In order to overcome the identified constraints, we have designed a hybrid QoS rank identification framework for cloud services; Correlation Coefficient based Probabilistic Latent Semantic Analysis (CCPLSA), by combining two similarity computation methods. CCPLSA takes advantage of the past service usage experiences of other consumers and QoS attributes. A comparison of the various similarity computation approaches is performed to rank the clouds.


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