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Data Warehouse Population Platform

  • Conference paper
  • First Online:
Databases in Telecommunications II (DBTel 2001)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2209))

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Abstract

The input data for a data warehouse, coming from operational systems, are not immediately ready for loading into data warehouse. It may need cleaning and integration with other data. Moreover, the input data must be transformed and translated into a format more suitable for analytical purposes. This paper presents a generalised platform for population of data warehouses named Data Warehouse Population Platform (DWPP), a set of modules whose aim is to resolve typical aspects arising during the transformation and loading vast amount of data into data warehouse. Using DWPP modules application developers have to add-on only domain specific transformation logic and integrate all in a new Population System. In Telecom Italia Lab we have realised several Population Systems based on DWPP. The Case Study section describes one of them: Population System for Mobile Network Traffic Data Warehouse.

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References

  1. Ralph Kimball, et. al.,. Data Warehouse Life Cycle Toolkit., John Willey & Sons, Inc., 1998 ISBN: 0-471-25547-5

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  2. Dr. Yu Gong:.Partition Exchange Loading: A new Performance feature in Oracle Warehouse Builder, Release 3i., An Oracle Technical White Paper, May 2001

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Author information

Authors and Affiliations

  1. Telecom Italia Lab, Via G. Reiss Romoli, 274 10148, Torino, Italy

    Jovanka Adzic, Valter Fiore & Stefano Spelta

Authors
  1. Jovanka Adzic
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  2. Valter Fiore
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  3. Stefano Spelta
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Editor information

Editors and Affiliations

  1. KPN Research, P.O. Box 15000, 9700, CD Groningen, The Netherlands

    Willem Jonker

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© 1999 Springer-Verlag Berlin Heidelberg

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Adzic, J., Fiore, V., Spelta, S. (1999). Data Warehouse Population Platform. In: Jonker, W. (eds) Databases in Telecommunications II. DBTel 2001. Lecture Notes in Computer Science, vol 2209. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45432-2_2

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  • DOI: https://doi.org/10.1007/3-540-45432-2_2

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-42623-3

  • Online ISBN: 978-3-540-45432-8

  • eBook Packages: Springer Book Archive

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