High Impact Factor : 4.396 icon | Submit Manuscript Online icon |

Optimal Web Service Selection with Recommendation and Pre-allocation


Anuradha Vijay Kore , Ashokrao Mane Group Of Institution Shivaji University, Kolhapur, Maharashtra, India; Dr. D. S. Bhosale, Ashokrao Mane Group Of Institution Shivaji University, Kolhapur, Maharashtra, India


Response Time, Recommendation, Pre-Allocation, Service Scheduling, HMM


QoS plays an important role in Web service recommendation, according to which similar services can be ranked and selected for users. The number of publicly available web services, is steadily increasing on the internet. However, this proliferation makes it hard for a user to select a proper web service among a large amount of service candidates which provide similar functionalities. Quality of service is considered as the most important non-functional criterion for service selection. This research provides comprehensive information for selecting an optimal web service by providing recommendation and predicting its behavior in terms of response time. When user wish to use any service the system can provide recommendations, but only recommendation is not sufficient to improve QoS of the web service so that scheduling is applied on the user requests to optimize the performance and reduce the response time and for more precise response time service provider allocate a service to a user before his request that is called pre-allocation. The system also provides a standard way to measure and predict web service behavior in terms of response time sing HMM (Hidden Marcove Model).

Other Details

Paper ID: IJSRDV4I70422
Published in: Volume : 4, Issue : 7
Publication Date: 01/10/2016
Page(s): 1112-1116

Article Preview

Download Article