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Authors: Johannes Luong ; Dirk Habich and Wolfgang Lehner

Affiliation: Database Systems Group, Technische Universität Dresden, 01062 Dresden and Germany

Keyword(s): Database Programming Languages, System Integration, Parallel Programming Models, Data Analyses.

Abstract: Novel data intensive applications and the diversification of data processing platforms have changed data management significantly over the last decade. In this changed environment, the expressiveness of the traditional relational algebra is often insufficient and data management systems have started to provide more powerful special purpose programming languages. However, these languages create a tight coupling between applications and specific systems that can hinder further development on both sides of the equation. The goal of this article is to start a discussion on the future of platform independent programming models for data processing that re-establish the separation of application logic and implementation details that used to be a cornerstone of data management systems. As a guide for that discussion, we introduce several recent related works on that topic and also outline our own contribution, the Analytical Calculus.

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Paper citation in several formats:
Luong, J.; Habich, D. and Lehner, W. (2018). Design of a Portable Programming Abstraction for Data Transformations. In Proceedings of the 7th International Conference on Data Science, Technology and Applications - EDDY; ISBN 978-989-758-318-6; ISSN 2184-285X, SciTePress, pages 400-408. DOI: 10.5220/0006945004000408

@conference{eddy18,
author={Johannes Luong. and Dirk Habich. and Wolfgang Lehner.},
title={Design of a Portable Programming Abstraction for Data Transformations},
booktitle={Proceedings of the 7th International Conference on Data Science, Technology and Applications - EDDY},
year={2018},
pages={400-408},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006945004000408},
isbn={978-989-758-318-6},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of the 7th International Conference on Data Science, Technology and Applications - EDDY
TI - Design of a Portable Programming Abstraction for Data Transformations
SN - 978-989-758-318-6
IS - 2184-285X
AU - Luong, J.
AU - Habich, D.
AU - Lehner, W.
PY - 2018
SP - 400
EP - 408
DO - 10.5220/0006945004000408
PB - SciTePress

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