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Live Integration Framework Architecture for Merging Heterogeneous Data

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The Live Integration Framework aims to provide a unified view of information stored across heterogeneous data stores by using topic maps to semantically merge the data sources. It allows read-only access to integrated data without modifying the original systems. The framework uses a mapping file to define how data from different sources like relational databases are translated into topic map constructs. It is currently implemented for MySQL integration but the architecture supports integrating other data stores and technologies in the future.

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Live Integration Framework Live Integration Framework Christian Haß and Sven Krosse TopicMapsLab University of Leipzig topicmapslab.de
Live Integration Framework The Problem ● Increasing amount of information ● Information stored in various heterogeneous data stores ● Redundancy ● Retrieve all information about a specific subject often difficult topicmapslab.de
Live Integration Framework Why Topic Maps? ● Not exactly a new idea ● Subject centric presentation ● Merging of different data sources ● Adding additional semantic information topicmapslab.de
Live Integration Framework Our Goal ● Support various storage technologies ● “Never touch a running system” ● Full read access ● “Live” view on the data topicmapslab.de
Live Integration Framework Requirements ● Structured data ● Subjects need identities → Problem topicmapslab.de
Live Integration Framework Architecture ● Implemented as MaJorToM store ● Technology specific implementation and mapping definition MaJorToM Mapping JLI Store File Data Store topicmapslab.de
Live Integration Framework Architecture MaJorToM MaJorToM Mapping Mapping JLI Store File JLI Store File Data Data Store Store topicmapslab.de
Live Integration Framework Architecture Virtual Merging Layer (Hatana) MaJorToM MaJorToM Mapping Mapping JLI Store File JLI Store File Data Data Store Store topicmapslab.de
Live Integration Framework Architecture Virtual Merging Layer (Hatana) MaJorToM MaJorToM Mapping Mapping JLI Store File JLI Store File Data Data Store Store topicmapslab.de
Live Integration Framework Current State ● Work in progress ● Implementation only for RDBMS so far ● Only MySQL ● Still some features to implement topicmapslab.de
Live Integration Framework Current State ● Topics from single tables ● Unique key required ● Attributes to characteristics and Identifier ● Specify queries in mapping ● Associations from any combination of keys ● Specify types, scopes and datatypes ● Association reifier topicmapslab.de
Live Integration Framework Future Work ● Support other storage technologies ● Improve mapping for RDBMS ● Support different RDBMS types (Postgres, Oracle, etc.) ● Allow limited write access ● Support temporary caching topicmapslab.de
Live Integration Framework Thank you for your attention! ● Questions? topicmapslab.de

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Live Integration Framework Architecture for Merging Heterogeneous Data

  • 1. Live Integration Framework Live Integration Framework Christian Haß and Sven Krosse TopicMapsLab University of Leipzig topicmapslab.de
  • 2. Live Integration Framework The Problem ● Increasing amount of information ● Information stored in various heterogeneous data stores ● Redundancy ● Retrieve all information about a specific subject often difficult topicmapslab.de
  • 3. Live Integration Framework Why Topic Maps? ● Not exactly a new idea ● Subject centric presentation ● Merging of different data sources ● Adding additional semantic information topicmapslab.de
  • 4. Live Integration Framework Our Goal ● Support various storage technologies ● “Never touch a running system” ● Full read access ● “Live” view on the data topicmapslab.de
  • 5. Live Integration Framework Requirements ● Structured data ● Subjects need identities → Problem topicmapslab.de
  • 6. Live Integration Framework Architecture ● Implemented as MaJorToM store ● Technology specific implementation and mapping definition MaJorToM Mapping JLI Store File Data Store topicmapslab.de
  • 7. Live Integration Framework Architecture MaJorToM MaJorToM Mapping Mapping JLI Store File JLI Store File Data Data Store Store topicmapslab.de
  • 8. Live Integration Framework Architecture Virtual Merging Layer (Hatana) MaJorToM MaJorToM Mapping Mapping JLI Store File JLI Store File Data Data Store Store topicmapslab.de
  • 9. Live Integration Framework Architecture Virtual Merging Layer (Hatana) MaJorToM MaJorToM Mapping Mapping JLI Store File JLI Store File Data Data Store Store topicmapslab.de
  • 10. Live Integration Framework Current State ● Work in progress ● Implementation only for RDBMS so far ● Only MySQL ● Still some features to implement topicmapslab.de
  • 11. Live Integration Framework Current State ● Topics from single tables ● Unique key required ● Attributes to characteristics and Identifier ● Specify queries in mapping ● Associations from any combination of keys ● Specify types, scopes and datatypes ● Association reifier topicmapslab.de
  • 12. Live Integration Framework Future Work ● Support other storage technologies ● Improve mapping for RDBMS ● Support different RDBMS types (Postgres, Oracle, etc.) ● Allow limited write access ● Support temporary caching topicmapslab.de
  • 13. Live Integration Framework Thank you for your attention! ● Questions? topicmapslab.de