Title :
Skyline web service selection with MapReduce
Author :
Pan, Limin ; Chen, Liang ; Wu, Jian
Author_Institution :
Dept. of Comput. Sci., Zhej iang Univ., Hangzhou, China
Abstract :
With the development of Service and Cloud Computing, more and more web services with similar function attributes but different QoS are available. Efficient selecting from these large numbers of web services brings challenges to the existing methods. Furthermore, service selection has been always a tedious process. In this paper, toward these issues, we make use of skyline with MapReduce to select the appropriate services efficiently and equally. An analytical and experimental comparison shows that our computing scheme of skyline with MapReduce outperforms traditional selection techniques in reducing the response time and sharing the computational workload more fairly.
Keywords :
Web services; quality of service; MapReduce; cloud computing; quality of service; skyline Web service selection; Algorithm design and analysis; Computer architecture; Programming; Quality of service; Time factors; Web services; MapReduce; Web service selection; skyline;
Conference_Titel :
Computer Science and Service System (CSSS), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9762-1
DOI :
10.1109/CSSS.2011.5974508