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Resource Discovery Considering Semantic Properties in Data Grid Environments

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Data Management in Grid and Peer-to-Peer Systems (Globe 2011)

Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 6864))

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Abstract

This paper deals with resource discovery in data Grid environments while taking into account the semantic heterogeneity of data sources. A domain ontology isĀ associated to each domain and mappings exist between these domain ontologies. Our resource discovery method is adaptedĀ to any mapping graph topology between domain ontologies provided that the graph is connected. The proposed addressing system allows permanent access from any domain ontology to another despite the dynamicity of nodes. The performance evaluation of the proposed method proved the discovery cost reduction especially for inter-ontology queries. They also provide a significant maintenance costs reduction of such system especially when peers frequently join / leave the system.

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References

  1. Arenas, M., Kantere, V., Kementsietsidis, A., Kiringa, I., Miller, R., Mylopoulos, J.: The Hyperion Project: From Data Integration to Data Coordination. SIGMOD Record Journal (2003)

    Google ScholarĀ 

  2. Alking, R., Hameurlain, A., Morvan, F.: Ontology-Based Data Source Localization in a Structured Peer-to-Peer Environment. In: IDEAS, Coimbra, Portugal (2008)

    Google ScholarĀ 

  3. Alon, Y., Zachary, H., Ives, G., Mork, P., Tatarinov, I.: Piazza: Data Management Infrastructure for Semantic Web Applications. In: WWW, Budapest, Hungary (2003)

    Google ScholarĀ 

  4. Akbarinia, R., Martins, V.: Data Management in the APPA System. Journal of Grid Computing (2007)

    Google ScholarĀ 

  5. Chawathe, Y., Ratnasamy, S., Breslau, L.: Marking Gnutella-like P2P Systems Scalable. In: SIGCOMM 2003, Karlsruhe, Germany (2003)

    Google ScholarĀ 

  6. Comito, C., Mastroianni, C., Talia, D.: A Semantic-aware Information System for Multi-Domain Applications over Service Grids. In: IPDPS, Rome, Italy (2009)

    Google ScholarĀ 

  7. Cruz, I., Xiao, H., Hsu, F.: Peer-to-Peer Semantic Integration of XML and RDF Data Sources. In: Moro, G., Bergamaschi, S., Aberer, K. (eds.) AP2PC 2004. LNCS (LNAI), vol.Ā 3601, pp. 108ā€“119. Springer, Heidelberg (2005)

    ChapterĀ  Google ScholarĀ 

  8. Faye, D., Nachouki, G., Valduriez, P.: Semantic Query Routing in SenPeer, a P2P data Management System. In: Proc. of the Int. Conf. on Network Based System Information Systems, NBIS, Germany (2007)

    Google ScholarĀ 

  9. Guarino, N.: Formal Ontology, Conceptual Analysis and Knowledge Representation. Intern. Journal Human-Computer. in Information SystemsĀ 43(5/6), 625ā€“640

    Google ScholarĀ 

  10. Gnutella Development Home Page, http://gnutella.wego.com/

  11. Gruber, T.R.: Principles for the Design of Ontologies Used for Knowledge Sharing. Intem. Journal Human-Computer StudiesĀ 43(5/6), 907ā€“928 (1995)

    ArticleĀ  Google ScholarĀ 

  12. Harvey, N., et al.: Skipnet: A Scalable Overlay Network with Practical Locality Properties. In: Proc. of USITIS, Seattle (2003)

    Google ScholarĀ 

  13. Iamnitchi, A., Foster, I.: A Peer-to-Peer Approach to Resource Location in Grid Environments. In: Proceedings of the 11th Symposium on High Performance Distributed Computing, Edinburgh, UK (August 2002)

    Google ScholarĀ 

  14. Jonquet, C., Musen, M.A., Shah, N.: A System for Ontology-Based Annotation of Biomedical Data. In: Bairoch, A., Cohen-Boulakia, S., Froidevaux, C. (eds.) DILS 2008. LNCS (LNBI), vol.Ā 5109, pp. 144ā€“152. Springer, Heidelberg (2008)

    ChapterĀ  Google ScholarĀ 

  15. Kementsietsidis, A., Arenas, M., Miller, R.: Mapping Data in Peer-to-Peer Systems: Semantics and Algorithmic Issues. In: SIGMOD, San Diego, California (2003)

    Google ScholarĀ 

  16. Ketata, I., Mokadem, R., Morvan, F.: Biomedical Resource Discovery considering Semantic Heterogeneity in Data Grid Environments. In: Hruschka Jr., E.R., Watada, J., do Carmo Nicoletti, M. (eds.) INTECH 2011. Communications in Computer and Information Science, vol.Ā 165, pp. 12ā€“24. Springer, Heidelberg (2011)

    ChapterĀ  Google ScholarĀ 

  17. Molto, G., Hernandez, V., Alonso, J.M.: A service oriented WSRF-based architecture for met a scheduling on computational grids. The Intern. Jour. of Grid Computing and eScience: Future Generation Computing Systems (2008)

    Google ScholarĀ 

  18. Mokadem, R., Hameurlain, A., Min Tjoa, A.: Resource Discovery Service while Minimizing Maintenance Overhead in Hierarchical DHT Systems. In: Intern. Conf. on Information Integration and Web-based Applications & Services (iiWAS 2010), Paris (2010)

    Google ScholarĀ 

  19. Navas, I., Sanz, I., Aldana, J.F., Berlanga, R.: Automatic Generation of Semantic Fields for Resource Discovery in the Semantic Web. In: Andersen, K.V., Debenham, J., Wagner, R. (eds.) DEXA 2005. LNCS, vol.Ā 3588, pp. 706ā€“715. Springer, Heidelberg (2005)

    ChapterĀ  Google ScholarĀ 

  20. Haase, P., Broekstra, J., Ehrig, M., Menken, M., Mika, P., Plechawski, M., Pyszlak, P., Schnizler, B., Siebes, R., Staab, S., Tempich, C.: Bibster - A Semantics-Based Bibliographic Peer-to-Peer System. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol.Ā 3298, pp. 122ā€“136. Springer, Heidelberg (2004)

    ChapterĀ  Google ScholarĀ 

  21. PirrĆ², G., Ruffolo, M., Talia, D.: An Algorithm for Discovering Ontology Mappings in P2P Systems. In: Lovrek, I., Howlett, R.J., Jain, L.C. (eds.) KES 2008, Part II. LNCS (LNAI), vol.Ā 5178, pp. 631ā€“641. Springer, Heidelberg (2008)

    ChapterĀ  Google ScholarĀ 

  22. Pirro, G., Talia, D., Trunfio, P.: ERGOT: Combining DHTs and SONs for Semantic-Based Service Discovery on the Grid. CoreGRID, Technical Report (2008)

    Google ScholarĀ 

  23. RodrĆ­guez-Gianolli, P., Garzetti, M., Jiang, L., Kementsietsidis, A., Kiringa, I., Masud, M., Miller, R.J., Mylopoulos, J.: Data Sharing in the Hyperion Peer Database System. In: VLDB Conference, Trondheim, Norway (2005)

    Google ScholarĀ 

  24. Ramos, T.G., Magalhaes, A.C.: An Extensible Resource Discovery Mechanism for Grid Computing Environments. In: IEEE Intern. Symposium CCGRID, Singapore (2006)

    Google ScholarĀ 

  25. Reynolds, P., Vahdat, A.: Efficient Peer-to-Peer Keyword Searching. In: Proceedings of the ACMIFIP/USENIX Middleware (2003)

    Google ScholarĀ 

  26. Stoica, I., Morris, R., Karger, D., Kaashoek, M.F., Balakrishnany, H.: Chord: A Scalable Peer-to-Peer Lookup Service for Internet Applications. In: ACM SIGCOMM Conference, California, USA (2001)

    Google ScholarĀ 

  27. Sartiani, C., Manghi, P., Ghelli, G., Conforti, G.: XPeer: A Self-organizing XML P2P Database System. In: Lindner, W., Fischer, F., TĆ¼rker, C., Tzitzikas, Y., Vakali, A.I. (eds.) EDBT 2004. LNCS, vol.Ā 3268, pp. 456ā€“465. Springer, Heidelberg (2004)

    ChapterĀ  Google ScholarĀ 

  28. Siong Ng, W., Chin Ooi, B., Tan, K., Zhou, A.: PeerDB: A P2P-based System for Distributed Data Sharing. In: Intern. Conf. of Data Engineering, Bangalore (2005)

    Google ScholarĀ 

  29. Samad, M.E., Morvan, F., Hameurlain, A.: Resource Discovery for Query Processing in Data Grids. pp. 59-66. ISCA PDCCS (2009)

    Google ScholarĀ 

  30. Yang, B., Garcia-Molina, H.: Designing a Super-Peer Network. In: Proc. of Intern. Conf. on Data Engineering, ICDE, Bangalore, India (2003)

    Google ScholarĀ 

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Ketata, I., Mokadem, R., Morvan, F. (2011). Resource Discovery Considering Semantic Properties in Data Grid Environments. In: Hameurlain, A., Tjoa, A.M. (eds) Data Management in Grid and Peer-to-Peer Systems. Globe 2011. Lecture Notes in Computer Science, vol 6864. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22947-3_6

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  • DOI: https://doi.org/10.1007/978-3-642-22947-3_6

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-22946-6

  • Online ISBN: 978-3-642-22947-3

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