Data Lake
Manager(s) | |
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Research field | Big Data & Model Management |
Status | running |

Research staff
Theses
- Entwicklung einer Data-Lake-Informationsarchitektur für einen Entwicklungsdienstleister im Automotive-Bereich (Running)
- Integrated schema generation for Data Lakes (Running)
- Schema Inference and Functional Dependency Discovery in Data Lake System (Running)
- Relatable Dataset Discovery in Data Lake (2018)
- Interactive User Interface for Querying Semi-Structured Data ()
Publications
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Rewriting of Plain SO Tgds into Nested Tgds
Published in The 45th International Conference on Very Large Data Bases (VLDB 2019)
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Rihan Hai, Christoph Quix, Wang Dan
Published in The 38th International Conference on Conceptual Modeling (ER 2019)
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Rihan Hai, Christoph Quix, Chen Zhou
Published in 22nd European Conference on Advances in Databases and Information Systems (ADBIS 2018)
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Data Lake
Published in Encyclopedia of Big Data Technologies
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Nested Schema Mappings for Integrating JSON
Published in The 37th International Conference on Conceptual Modeling (ER 2018)
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On warehouses, lakes, and spaces – the changing role of conceptual modeling for data integration.
Published in In J. Cabot, C. Gomez, O. Pastor, M.R. Sancho, E. Teniente (eds.): Conceptual Modeling Perspectives.
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Christoph Quix, Sandra Geisler, Rihan Hai, Sanchit Alekh
Published in 12th International Workshop on Ontology Matching (OM-2017), co-located with the 16th International Semantic Web Conference (ISWC-2017), Vienna, Austria, October 21, 2017.
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Constance: An Intelligent Data Lake System
Published in In Proceedings of the 2016 International Conference on Management of Data (SIGMOD), pp. 2097-2100. ACM.
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Towards an Intelligent Data Lake System for Heterogeneous Data Sources
Published in 35th International Conference on Conceptual Modeling (ER), PhD Symposium
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Christoph Quix, Rihan Hai, Ivan Vatov
Published in Proceedings of the CAiSE'16 Forum, at the 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), Ljubljana, Slovenia, June 13-17, 2016.
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Metadata Extraction and Management in Data Lakes with GEMMS
Published in Complex Systems Informatics and Modeling Quarterly, No. 9, pp. 67-83, 2016