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Dataspace support platform for e-Science

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Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
This work intends to provide a data management solution based on the concepts of dataspaces for the large-scale and long-term management of scientific data. Our approach is to semantically enrich the existing relationship among primary and derived data items, and to preserve both relationships and data together within a dataspace to be reused by owners and others. To enable reuse, data must be well preserved. Preservation of scientific data can best be established if the full life cycle of data is addressed. This is challenged by the e-Science life cycle ontology, whose major goal is to trace the semantics about procedures in scientific experiments. We present a theoretical dataspace model for e-Science applications, its implementation within a dataspace support platform and an experimental evaluation on top of two real world application domains.
Wydawca
Czasopismo
Rocznik
Strony
49--61
Opis fizyczny
Bibliogr. 20 poz., rys., tab.
Twórcy
autor
  • University of Vienna, Research Group Scientific Computing, Nordbergstrasse 15/C/3
autor
  • University of Vienna, Research Group Scientific Computing, Nordbergstrasse 15/C/3
Bibliografia
  • [1] Jena — A Semantic Web Framework for Java. Project Website, 2011. http://jena.sourceforge.net/.
  • [2] Halevy A., Franklin M., Maier D.: Principles of dataspace systems. PODS, 2006.
  • [3] Antonioletti M., Hong N.P.C., Hume A. C., Jackson M., Karasavvas K., Krause A., Schopf J.M., Atkinson M.P., Dobrzelecki B., Illingworth M., Mc- Donnell N., Parsons M., Theocharopoulous E.: Ogsa-dai 3.0 – the what’s and whys. In UK e-Science All Hands Meeting, 2007.
  • [4] Brezany P., Elsayed I., Han Y., Janciak I., Wohrer A., Novakova L., Stepankova O., Zakova M., Han J., Liu T.: Inside the nigm grid service: Implementation, evaluation and extension. Proc. of the 2008 Fourth International Conference on Semantics, Knowledge and Grid, pp. 314–321, Washington, DC, USA, 2008. IEEE Computer Society.
  • [5] Das Sarma A., Dong X., Halevy A.: Bootstrapping pay-as-you-go data integrationsystems. SIGMOD, pp. 861–874, 2008.
  • [6] Dittrich J.-P.: iMeMex: A platform for personal dataspace management. Proc. of SIGIR Workshop on Personal Information Management (PIM), 2006.
  • [7] Dong X., Halevy A.: Indexing dataspaces. SIGMOD, pp. 43–54, 2007.
  • [8] Elsayed I., Ludescher T., Schwarz K., Amann A., Feilhauer T., Brezany P.: Towards realization of scientific dataspaces for the breath gas analysis scientific community. Austrian Grid Draft Report, 2009.
  • [9] Elsayed I., Muslimovic A., Brezany P.: Intelligent dataspaces for e-science. CIMMACS ’08, 2008.
  • [10] Elsayed I., Brezany P.: Towards large-scale scientific dataspaces for e-science applications. Proc. of the 15th international conference on Database systems for advanced applications, DASFAA’10, pp. 69–80, Berlin, Heidelberg, 2010. Springer-Verlag.
  • [11] Elsayed I., Han J., Liu T., W¨ohrer A., Khan F. A., Brezany P.: Grid-enabled non-invasive blood glucose measurement. ICCS, pages 76–85, 2008.
  • [12] Franklin M., Halevy A., Maier D.: From databases to dataspaces: A new abstraction for information management. SIGMOD, 2005.
  • [13] Janciak I., Kloner C., Brezany P.: Workflow enactment engine for wsrf-compliant services orchestration. Proc. of the 2008 9th IEEE/ACM International Conference on Grid Computing, GRID ’08, pp. 1–8, Washington, DC, USA, 2008. IEEE Computer Society.
  • [14] Jeffery S. R., Franklin M. J., Halevy A.Y.: Pay-as-you-go user feedback for dataspace systems. SIGMOD, pp. 847–860, 2008.
  • [15] Li Y., Meng X.: Research on personal dataspace management. IDAR, pp. 7–12, 2008.
  • [16] Prud’hommeaux E., Seaborne A.:. SPARQL query language for RDF. http://www.w3.org/TR/rdf-sparql-query/, 2008.60 Ibrahim Elsayed, Peter Brezany
  • [17] Rajasekar A., Wan M., Moore R., Schroeder W.: A prototype rule-based distributed data management system. HPDC workshop on ”Next Generation Distributed Data Management, 2006.
  • [18] The Globus Alliance: Globus toolkit. Website, May 2011. http://www.globus.org/toolkit/.
  • [19] W3C: Resource description framework (RDF). http://www.w3.org/RDF/, 2003.
  • [20] W3C: Web ontology language (OWL). http://www.w3.org/2004/OWL/, 2004.
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-AGH1-0028-0158
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