On the Use of Semantic Annotations for Supporting Provenance in Grids

Liming Chen, Zhuoan Jiao, Simon J. Cox

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Citation (Scopus)

    Abstract

    There has seen a strong demand for provenance in grid applications, which enables users to trace how a particular result has been arrived at by identifying the resources, configurations and execution settings. In this paper we analyses the requirements of provenance support and discusses the nature and characteristics of provenance data on the Grid. We define a new conception called augmented provenance that enhances conventional provenance data with extensive metadata and semantics. A hybrid approach is proposed for the creation and management of augmented provenance in which semantic annotation is used to generate semantic provenance data and the database management system is used for execution data management. The approach has been applied to a real world application, and tools and GUIs are developed to facilitate provenance management and exploitation.
    Original languageEnglish
    Title of host publicationEuro-Par 2006 Parallel Processing, Lecture Notes in Computer Science
    PublisherSpringer
    Pages371-380
    Volume4128
    ISBN (Print)978-3-540-37783-2
    DOIs
    Publication statusPublished - 24 Nov 2006

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  • Cite this

    Chen, L., Jiao, Z., & Cox, S. J. (2006). On the Use of Semantic Annotations for Supporting Provenance in Grids. In Euro-Par 2006 Parallel Processing, Lecture Notes in Computer Science (Vol. 4128, pp. 371-380). Springer. https://doi.org/10.1007/11823285_38