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Towards schema-independent querying on document data stores

Ben Hamadou, Hamdi and Ghozzi Jedidi, Faïza and Péninou, André and Teste, Olivier Towards schema-independent querying on document data stores. (2018) In: 20th International Workshop On Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2018), 26 March 2018 - 26 March 2018 (Vienna, Austria).

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Official URL: http://ceur-ws.org/Vol-2062/paper01.pdf

Abstract

Documents are a pervasive semi-structured data model in today's web and internet of things applications where the data structure is rapidly evolving over time. NoSQL documents stores are well tailored to efficiently load and manage large amounts of heterogeneous documents without any prior structure validations or constraints. However, this flexibility becomes a serious challenge while querying data from a heterogeneous collection of documents. Hence, it is mandatory to modify existing queries or add new ones whenever new structures are introduced in the collection. In this paper, we propose a novel approach to enable transparent querying over a heterogeneous collection of documents. We offer an automatic query enrichment mechanism that benefits from a pre-materialized dictionary gathering different possible underlying document structures. The query enrichment is automated via query operators rewriting algorithms. Also, we refer to a set of experiments to evaluate the performances of our approach over a synthetic datas

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to CEUR editor, a free open-access publication service of Sun SITE Central Europe operated under the umbrella of RWTH Aachen University. This paper appears in vol. 2062 Ceur Workshop Proceedings ISSN : 1613-0073 The definitive version is available at: http://ceur-ws.org/Vol-2062/paper01.pdf
HAL Id:hal-02348159
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 - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (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)
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Deposited On:18 Oct 2019 08:46

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