Research Article | OPEN ACCESS
Web Service Discovery with Quality of Service (QoS) Parameters using Bayesian Belief Network
1A. Gnanasekar and 2R.M. Suresh
1Department of Computer Science and Engineering, R.M.D. Engineering College
2Sri Muthukumaran Institute of Technology, Anna University, Chennai 601206, India
Research Journal of Applied Sciences, Engineering and Technology 2014 22:2272-2281
Received: September 13, 2014 | Accepted: October 12, 2014 | Published: December 15, 2014
Abstract
The aim of this study is to present a novel approach which uses the belief net to intelligently infer the best and most relevant web service based on the available Quality of service parameters. Service Oriented Architecture (SOA) is the discovery of relevant Web Services for a specified task is a one of the key challenges. As Web services proliferate, there is a possibility of existing more than one service with same functionalities consequently; most of service discovery method will return several services which meet user given input and output. Finding the mainly relevant and best service is very crucial for the service consumers. In this situation, the non-functional Quality of Service (QoS) parameters present in the service description provided by the service provider play a major responsibility.
Keywords:
Bayesian belief network, , discovery, , quality of service parameters, , service oriented architecture, , web service,
References
-
Andrews, T., F. Curbera, H. Dholakia, Y. Goland, J. Klein, F. Leymann, K. Liu, D. Roller, D. Smith, S. Thatte, I. Trickovic and S. Weerawarana, 2003. Business process execution language for web services version 1.1. Retrieved from: https://www.oasis-open.org/committees/download. php/2046/BPELV1-1May52003Final.pdf. (Accessed on: April 16, 2013).
-
Bruijn, J., H. Lausen, A. Polleres and D. Fensel, 2005. The Web Service Modeling Ontology WSMO. Retrieved from: http://www.w3.org/Submission/WSMO/. (Accessed on: April 20, 2013).
Direct Link -
Bruneo, D., S. Distefano, F. Longo and M. Scarpa, 2013. Stochastic evaluation of QoS in service-based systems. IEEE T. Parall. Distr., 24(10): 2090-2099.
CrossRef -
David, M., B. Mark, H. Jerry, L. Ora, M. Drew, M. Sheila, N. Srini, P. Massimo, P. Bijan, P. Terry, S. Evren, S. Naveen and S. Katia, 2004. OWL-S Semantic Markup for Web Services. Retrieved from: http://www.w3.org/Submission/2004/SUBM-OWL-S-20041122/. (Accessed on: May 2, 2013).
Direct Link -
Demian Antony, D. and V.S. Ananthanarayana, 2010. Dynamic selection mechanism for quality of service aware web services. Lect. Notes Bus. Inf., 4(1): 23-60.
-
Erik, C., C. Francisco, M. Greg and W. Sanjiva, 2001. WSDL Web Services Description Language. Retrieved from: http://www.w3.org/TR/2001/ NOTE-wsdl-20010315. (Accessed on: January 6, 2013).
-
Florian, R., M. Anton and D. Schahram, 2008. Top-down business process development and execution using quality of service aspects. Lect. Notes Bus. Inf., 2(4): 459-475.
-
Georgios, M. and B. Nick, 2010. Structural and role-oriented web service discovery with taxonomies in OWL-S. IEEE T. Knowl. Data En., 22(2): 278-290.
CrossRef -
Guinard, D., V. Trifa, S. Karnouskos, P. Spiess and D. Savio, 2003. Interacting with the SOA-based internet of things: Discovery, query, selection and on-demand provisioning of web services. IEEE T. Serv. Comput., 3(3): 223-235.
CrossRef -
Huang, A.F.M., C.W. Lan and S.J.H. Yang, 2009. An optimal Qos-based web service selection scheme. Inform. Sciences, 179(9): 3309-3322.
CrossRef -
Ngu, A.H.H., M.P. Carlson, Q.Z. Sheng and P. Hye-Young, 2010. Semantic-based mashup of composite applications. IEEE T. Serv. Comput., 3(1): 2-15.
CrossRef -
Kopecky, J., T. Vitvar, C. Bournez and J. Farrell, 2007. SAWSDL: Semantic annotations for WSDL and XML schema. IEEE Internet Comput., 11(6): 60-67.
CrossRef -
Kun, Y., L. Weiyi, W. Xiaoling, Z. Aoying and L. Jin, 2009. Discovering semantic associations among Web services based on the qualitative probabilistic network. Expert Syst. Appl., 36(5): 9082-9094.
CrossRef -
Kyriakos, K. and P. Dimitris, 2009. Mixed-integer programming for QoS based web service matchmaking. IEEE T. Serv. Comput., 2(2): 122-139.
CrossRef -
Luc, C., H. Andrew, R. Claus and R. Tony, 2004. Universal Description Discovery and Integration (UDDI) Version 3.0.2. Retrieved from: http://www.uddi.org/pubs/uddi-v3.0.2-20041019.htm. (Accessed on: May 5, 2013).
Direct Link -
Mahbub, K., G. Spanoudakis and A. Zisman, 2011. A monitoring approach for runtime service discovery. Automat. Softw. Eng. J., 18(2): 117-161.
CrossRef -
Matthias, K., F. Benedikt and S. Katia, 2009. OWLS-MX: A hybrid semantic web service matchmaker for OWL-S services. J. Web Semant., 7(2): 121-133.
CrossRef -
Murray's Web Page, 2013. Retrieved from: http://www.murrayc.com/learning/AI/bbn.shtml. (Accessed on: March 4, 2013).
Direct Link -
Paliwal, A.V., B. Shafiq, J. Vaidya, H. Xiong and N. Adam, 2012. Semantics-based automated service discovery. IEEE T. Serv. Comput., 5(2): 260-275.
CrossRef -
Roman, D., U. Keller, H. Lausen, J. Bruijn, R. Lara, M. Stollberg, A. Polleres, D. Fensel and C. Bussler, 2005. Web service modeling ontology. Appl. Ontol. J., 1(1): 77-106.
-
Sean, B., H. Frank, H. Jim, H. Lan, L. Deborah, F. Peter and A. Lynn, 2004. OWL Web Ontology Language. Retrieved from: http://www.w3.org/TR/owl-ref/. (Accessed on: May 14, 2013).
-
Sioutas, S., E. Sakkopoulos, C. Makris, B. Vassiliadis, A. Tsakalidis and B. Triantafillou, 2009. Dynamic web service discovery architecture based on a novel peer based overlay network. J. Syst. Software, 82(5): 809-824.
CrossRef -
Staikopoulos, A., O. Cliffe, R. Popescu, J. Padget and S. Clarke, 2010. Template-based adaptation of semantic web services with model-driven engineering. IEEE T. Serv. Comput., 3(2): 116-130.
CrossRef -
Tao, H., L. Lei and W. Jun, 2008. Efficient approach for web services selection with multi-QoS constraints. Int. J. Coop. Inf. Syst., 17(3): 349-371.
CrossRef -
Wei-Li, L., L. Chi-Chun, C. Kuo-Ming and Y. Muhammad, 2008. Consumer-centric QoS-aware selection of web services. J. Comput. Syst. Sci., 74(2): 211-231.
CrossRef -
Wu, G., J. Wei, X. Qiao and L. Li, 2007. A Bayesian network based Qos assessment model for web services. Proceeding of the IEEE International Conference on Services Computing (SCC'2007), pp: 498-505.
CrossRef -
Xu, B., S. Luo and Y. Yan, 2010. Efficient composition of semantic web services with end-to-end QoS optimization. Tsinghua Sci. Technol., 15(6): 678-686.
CrossRef
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
|
|
|
ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
|
Information |
|
|
|
Sales & Services |
|
|
|