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2016 | OriginalPaper | Buchkapitel

An Adaptive Multi Agent Service Discovery for Peer to Peer Cloud Services

verfasst von : Moses Olaifa, Sunday Ojo, Tranos Zuva

Erschienen in: Emerging Trends and Advanced Technologies for Computational Intelligence

Verlag: Springer International Publishing

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Abstract

Cloud computing is evolving into a popular platform that enables on-demand provisioning of computing resources to a growing population of clients. Core to the provisioning of service in the cloud is the discovery of these services in an efficient and timely manner. Centralized and hierarchical approaches to service discovery have exhibited bottlenecks as network load increases and limitation in scalability. Efforts have been made in combining cloud systems and Peer to peer P2P systems to address the problem encountered in the conventional service discovery approaches but not without a new set of challenges ranging from network flooding to poor performance in dynamic networks. This paper presents an efficient and scalable approach for semantic cloud service discovery in a P2P cloud environment. The approach is based on Learning Automata LA and Ant Colony Optimization ACO. The ability of ACO to adapt to changes in real time makes it a better choice in dynamic environments such as cloud. We evaluate this approach against the some existing P2P service discovery approaches, the proposed mechanism showed an improved performance.

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Literatur
1.
Foster, I., Zhao, Y., Raicu, I., Lu, S.: Cloud computing and grid computing 360-degree compared. In: Grid Computing Environments Workshop, 2008. GCE’08, pp. 1–10. IEEE (2008)
2.
Sun, L., Dong, H., Ashraf, J.: Survey of service description languages and their issues in cloud computing. In: Eighth International Conference on Semantics, Knowledge and Grids (SKG), 2012, pp. 128–135. IEEE (2012)
3.
4.
Goscinski, A., Brock, M.: Toward dynamic and attribute based publication, discovery and selection for cloud computing. Fut. Gen. Comput. Syst. 26(7), 947–970 (2010)CrossRef
5.
Foster, I., Kesselman, C. (eds.): The Grid 2: Blueprint for a New Computing Infrastructure. Elsevier, New York (2003)
6.
Perrey, R., Lycett, M.: Service-oriented architecture. In: Symposium on Applications and the Internet Workshops, 2003. Proceedings, pp. 116–119. IEEE (2003)
7.
Conner, P., Robinson, S.: Service-oriented architecture. U.S. Patent Application 11/388,624 (2006)
8.
Bellwood, T., Clment, L., Ehnebuske, D., Hately, A., Hondo, M., Husband, Y.L., Riegen, C.: The universal description, discovery and integration (uddi) specification. Rapport technique, Comit OASIS (2002)
9.
Skoutas, D., Sacharidis, D., Kantere, V., Sellis, T.: Efficient Semantic Web Service Discovery in Centralized and P2P Environments. Springer, Berlin (2008)CrossRef
10.
Czajkowski, K., Fitzgerald, S., Foster, I., Kesselman, C.: Grid information services for distributed resource sharing. In: 10th IEEE International Symposium on High Performance Distributed Computing, 2001. Proceedings, pp. 181–194. IEEE (2001)
11.
Kaur, D., Sengupta, J.: Resource discovery in web-services based grids. World Acad. Sci. Eng. Technol. 31, 284–288 (2007)
12.
Molt, G., Hernndez, V., Alonso, J.M.: A service-oriented WSRF-based architecture for metascheduling on computational grids. Fut. Gen. Comput. Syst. 24(4), 317–328 (2008)
13.
Suryanarayana, G., Taylor, R.N.: A survey of trust management and resource discovery technologies in peer-to-peer applications (2004)
14.
Meshkova, E., Riihijrvi, J., Petrova, M., Mhnen, P.: A survey on resource discovery mechanisms, peer-to-peer and service discovery frameworks. Comput. Netw. 52(11), 2097–2128 (2008)CrossRef
15.
Fletcher, G.H., Sheth, H.A., Brner, K.: Unstructured peer-to-peer networks: Topological properties and search performance. In: Agents and Peer-to-Peer Computing, pp. 14–27. Springer, Berlin (2005)
16.
Amoretti, M., Zanichelli, F., Conte, G.: SP2A: a service-oriented framework for P2P-based grids. In: Proceedings of the 3rd International Workshop on Middleware for Grid Computing, pp. 1–6. ACM (2005)
17.
Wu, C.L., Liao, C.F., Fu, L.C.: Service-oriented smart-home architecture based on OSGi and mobile-agent technology. IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev. 37(2), 193–205 (2007)CrossRef
18.
19.
Akkiraju, R., Farrell, J., Miller, J.A., Nagarajan, M., Sheth, A.P., Verma, K.: Web service semantics-wsdl-s (2005)
20.
Ankolekar, A., Burstein, M., Hobbs, J.R., Lassila, O., Martin, D., McDermott, D., McIlraith, S.A., Narayanan, S., Paolucci, M., Payne, T., Sycara, K.: DAML-S: Web service description for the semantic web. In: The Semantic WebISWC 2002, pp. 348–363. Springer, Berlin (2002)
21.
Martin, D., Burstein, M., Hobbs, J., Lassila, O., McDermott, D., Martin, D., McIlraith, S.A., Narayanan, S., Paolucci, M., Payne, T., Sycara, K.: (2004). OWL-S: Semantic markup for web services. W3C member submission, 22 April 2007
22.
McGuinness, D.L., Van Harmelen, F.: OWL web ontology language overview. W3C recommendation, vol. 10 (2004)
23.
24.
Burstein, M., Hobbs, J., Lassila, O., Mcdermott, D., Mcilraith, S., Narayanan, S., Paolucci, M., Parsia, B., et al.: OWL-S: semantic markup for web services. W3C Member Submission (2004)
25.
Nguyen, D.K., Lelli, F., Papazoglou, M.P., Van Den Heuvel, W.J.: Blueprinting approach in support of cloud computing. Fut. Internet 4(1), 322–346 (2012)CrossRef
26.
Keahey, K., Tsugawa, M., Matsunaga, A., Fortes, J.A.: Sky computing. IEEE Internet Comput. 13(5), 43–51 (2009)CrossRef
27.
Cardoso, J., Barros, A., May, N., Kylau, U.: Towards a unified service description language for the internet of services: requirements and first developments. In: 2010 IEEE International Conference on Services Computing (SCC), pp. 602–609. IEEE (2010)
28.
Sun, Y.L., Harmer, T., Stewart, A., Wright, P.: Mapping application requirements to cloud resources. In: Euro-Par: Parallel Processing Workshops. Springer, Berlin (2011)
29.
Paolucci, M., Kawamura, T., Payne, T. R., Sycara, K.: Semantic matching of web services capabilities. In: The Semantic WebISWC 2002, pp. 333–347. Springer, Berlin (2002)
30.
31.
Richards, R.: Universal Description, Discovery, and Integration (UDDI). In: Pro PHP XML and Web Services, pp. 751–780. Apress (2006)
32.
Schmidt, C., Parashar, M.: A peer-to-peer approach to web service discovery. World Wide Web 7(2), 211–229 (2004)CrossRef
33.
Basters, U., Klusch, M.: RS2D: fast adaptive search for semantic web services in unstructured P2P networks. In: The Semantic Web-ISWC 2006, pp. 87–100. Springer, Berlin (2006)
34.
Paolucci, M., Sycara, K.P., Nishimura, T., Srinivasan, N.: Using DAML-S for P2P discovery. In: ICWS, pp. 203–207 (2003)
35.
Hameurlain, A., Morvan, F., Samad, M.E.: Large scale data management in grid systems: a survey. In: 3rd International Conference on Information and Communication Technologies: From Theory to Applications, 2008. ICTTA 2008, pp. 1–6. IEEE (2008)
36.
Antonioletti, M., Atkinson, M., Baxter, R., Borley, A., Hong, N.P.C., Collins, B., Westhead, M.: The design and implementation of Grid database services in OGSA-DAI. Concurr. Comput.: Pract. Exp. 17(2), 357–376 (2005)
37.
Cao, J., Jarvis, S.A., Saini, S., Kerbyson, D.J., Nudd, G.R.: ARMS: an agent-based resource management system for grid computing. Sci. Programm. 10(2), 135–148 (2002)
38.
Tan, Y., Han, J., Wu, Y.: A multi-agent based efficient resource discovery mechanism for grid systems. J. Comp. Inf. Syst. 6(11), 3623–3631 (2010)
39.
Han, L., Berry, D.: Semantic-supported and agent-based decentralized grid resource discovery. Fut. Gen. Comput. Syst. 24(8), 806–812 (2008)CrossRef
40.
Trunfio, P., Talia, D., Papadakis, H., Fragopoulou, P., Mordacchini, M., Pennanen, M., Haridi, S.: Peer-to-Peer resource discovery in grids: models and systems. Fut. Gen. Comput. Syst. 23(7), 864–878 (2007)
41.
Ranjan, R., Harwood, A., Buyya, R.: Peer-to-peer-based resource discovery in global grids: a tutorial. IEEE Commun. Surv. Tutor. 10(2), 6–33 (2008)CrossRef
42.
Narendra, K.S., Thathachar, M.A.: Learning automata: an introduction2012: Courier Dover Publications (2012)
43.
44.
Dorigo, M., Maniezzo, V., Colorni, A.: Ant system: optimization by a colony of cooperating agents. IEEE Trans. Syst. Man Cybern. Part B: Cybern. 26(1), 29–41 (1996)CrossRef
45.
Mullen, R.J., et al.: A review of ant algorithms. Expert Syst. Appl. 36(6), 9608–9617 (2009)CrossRef
46.
Kocak, T., Lacks, D.: Design and analysis of a distributed grid resource discovery protocol. Cluster Comput. 15(1), 37–52 (2012)CrossRef
47.
Zhou, J., Abdulla, N. A., Shi, Z.: A hybrid P2P approach to service discovery in the cloud. Int. J. Inf. Technol. Comput. Sci. 3(1), 1 (2011)
48.
Winick, J., Jamin, S.:. Inet-3.0: internet topology generator. Technical Report CSE-TR-456-02, University of Michigan (2002)
Metadaten
Titel
An Adaptive Multi Agent Service Discovery for Peer to Peer Cloud Services
verfasst von
Moses Olaifa
Sunday Ojo
Tranos Zuva
Copyright-Jahr
2016
Buch
Emerging Trends and Advanced Technologies for Computational Intelligence

Print ISBN: 978-3-319-33351-9

Electronic ISBN: 978-3-319-33353-3

Copyright-Jahr: 2016

DOI
https://doi.org/10.1007/978-3-319-33353-3_8