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Rule-based management of schema changes at ETL sources

conference contribution
posted on 2024-10-31, 16:34 authored by P Papastefanatos, P Vassiliadis, A Simitsis, Timoleon Sellis, Y Vassiliou
In this paper, we visit the problem of the management of inconsistencies emerging on ETL processes as results of evolution operations occurring at their sources. We abstract Extract-Transform-Load (ETL) activities as queries and sequences of views. ETL activities and its sources are uniformly modeled as a graph that is annotated with rules for the management of evolution events. Given a change at an element of the graph, our framework detects the parts of the graph that are affected by this change and highlights the way they are tuned to respond to it. We then present the system architecture of a tool called Hecataeus that implements the main concepts of the proposed framework.

History

Start page

55

End page

62

Total pages

8

Outlet

Proceedings of the Workshop on Managing Evolution in Data Warehouses (MEDWa 2009)

Editors

Janis Grundspenkis, Marite Kirikova, Yannis Manolopoulos, Leonids Novickis

Name of conference

13th East European Conference on Advances in Databases and Information Systems

Publisher

Springer

Place published

Berlin, Germany

Start date

2009-09-07

End date

2009-09-10

Language

English

Copyright

© Springer

Former Identifier

2006036102

Esploro creation date

2020-06-22

Fedora creation date

2013-01-21

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