A mediator-based system for distributed semantic provenance management systems

  • Mohamed Amin Sakka
  • , Bruno Defude

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

Today, most of the applications exchanging and processing documents on the web or in clouds become provenance aware and provides heterogeneous, decentralized and not interoperable provenance data. Provenance is becoming a key meta- data for assessing electronic documents trustworthiness and should be considered as first class data. Most of provenance management systems are either dedicated to a specific application (workow, database) or a specific data type. Moreover, in modern infrastructures such as cloud, applications can be deployed and are executed on several provider infrastructure. So, there is a need to track the provenance of applications between different provenance providers. For these reasons, modeling, collecting and querying provenance across heterogeneous distributed sources is considered as a challenging task. In this paper, we intro- duce a framework based on semantic web models supporting syntactic and semantic heterogeneity of provenance sources and correlations between multiple sources. This framework is implemented as a provenance management system (or PMS). We focus on the design of a mediator based system allowing to federate distributed PMSs and we present optimization issues related to distributed query processing.

Original languageEnglish
Title of host publicationProceedings of International Database Engineering and Applications Symposium, IDEAS'12
Pages193-198
Number of pages6
DOIs
Publication statusPublished - 28 Sept 2012
Event16th International Database Engineering and Applications Symposium, IDEAS 2012 - Prague, Czech Republic
Duration: 8 Aug 201210 Aug 2012

Publication series

NameACM International Conference Proceeding Series

Conference

Conference16th International Database Engineering and Applications Symposium, IDEAS 2012
Country/TerritoryCzech Republic
CityPrague
Period8/08/1210/08/12

Keywords

  • Data provenance
  • Distributed querying
  • Provenance management system

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