OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

BigDimETL: ETL for multidimensional Big Data

Mallek, Hana and Ghozzi, Faiza and Teste, Olivier and Gargouri, Faiez BigDimETL: ETL for multidimensional Big Data. (2017) In: 16th International Conference on Intelligent Systems Design and Application (ISDA 2016), 14 December 2016 - 16 December 2016 (Porto, Portugal).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
284kB

Official URL: https://doi.org/10.1007/978-3-319-53480-0_92

Abstract

With the broad range of data available on the World Wide Web and the increasing use of social media such as Facebook, Twitter, YouTube, etc. a “Big Data” notion has emerged. This latter has become an important aspect in nowadays business since it is full of important knowledge that is crucial for effective decision making. However, this kind of data brings with it new problems and challenges for the Decision Support System (DSS) that must be addressed. In this paper, we propose a new approach called BigDimETL (Big Dimensional ETL) that deals with ETL (Extract-Transform-Load) development process. Our approach focuses on integrating Big Data taking into account the MultiDimensional Structure (MDS) through a MapReduce paradigm.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This paper appears in volume 557 of Advances in Intelligent Systems and Computing (AISC) ISSN: 2194-5357 ISBN: 978-3-319-53479-4 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-53480-0_92
HAL Id:hal-01782548
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Université de Sfax (TUNISIA)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:26 Mar 2018 11:51

Repository Staff Only: item control page