Towards a Data Warehouse Architecture for Managing Big Data Evolution

Darja Solodovnikova, Laila Niedrite

Abstract

The problem of designing data warehouses in accordance with user requirements and adapting its data and schemata to changes in these requirements as well as data sources has been studied by many researchers worldwide in the context of relational database environments. However, due to the emergence of big data technologies and the necessity to perform OLAP analysis over big data, innovative methods must be developed also to support evolution of data warehouse that is used to analyse big data. Therefore, the main objective of this paper is to propose a data warehousing architecture over big data capable of automatically or semi-automatically adapting to user needs and requirements as well as to changes in the underlying data sources.

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Paper Citation


in Harvard Style

Ilmi K., Siswandari S. and Santoso D. (2017). Developing Problem-Based Learning Model Assisted by Tutorial Video in Entrepreneurs Subject.In Proceedings of the 2nd International Conference on Economic Education and Entrepreneurship - Volume 1: ICEEE, ISBN 978-989-758-308-7, pages 356-360. DOI: 10.5220/0006886103560360


in Bibtex Style

@conference{iceee17,
author={Kanzul Aini Hadikatul Ilmi and Siswandari Siswandari and Djoko Santoso},
title={Developing Problem-Based Learning Model Assisted by Tutorial Video in Entrepreneurs Subject},
booktitle={Proceedings of the 2nd International Conference on Economic Education and Entrepreneurship - Volume 1: ICEEE,},
year={2017},
pages={356-360},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006886103560360},
isbn={978-989-758-308-7},
}


in Harvard Style

Solodovnikova D. and Niedrite L. (2018). Towards a Data Warehouse Architecture for Managing Big Data Evolution.In Proceedings of the 7th International Conference on Data Science, Technology and Applications - Volume 1: DATA, ISBN 978-989-758-318-6, pages 63-70. DOI: 10.5220/0006886100630070


in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Conference on Economic Education and Entrepreneurship - Volume 1: ICEEE,
TI - Developing Problem-Based Learning Model Assisted by Tutorial Video in Entrepreneurs Subject
SN - 978-989-758-308-7
AU - Ilmi K.
AU - Siswandari S.
AU - Santoso D.
PY - 2017
SP - 356
EP - 360
DO - 10.5220/0006886103560360


in Bibtex Style

@conference{data18,
author={Darja Solodovnikova and Laila Niedrite},
title={Towards a Data Warehouse Architecture for Managing Big Data Evolution},
booktitle={Proceedings of the 7th International Conference on Data Science, Technology and Applications - Volume 1: DATA,},
year={2018},
pages={63-70},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006886100630070},
isbn={978-989-758-318-6},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 7th International Conference on Data Science, Technology and Applications - Volume 1: DATA,
TI - Towards a Data Warehouse Architecture for Managing Big Data Evolution
SN - 978-989-758-318-6
AU - Solodovnikova D.
AU - Niedrite L.
PY - 2018
SP - 63
EP - 70
DO - 10.5220/0006886100630070