Constance: An intelligent data lake system R Hai, S Geisler, C Quix Proceedings of the 2016 international conference on management of data, 2097 …, 2016 | 312 | 2016 |
Towards an infrastructure enabling the internet of production J Pennekamp, R Glebke, M Henze, T Meisen, C Quix, R Hai, L Gleim, ... 2019 IEEE international conference on industrial cyber physical systems …, 2019 | 149 | 2019 |
Data lakes: A survey of functions and systems R Hai, C Koutras, C Quix, M Jarke IEEE Transactions on Knowledge and Data Engineering 35 (12), 12571-12590, 2023 | 98* | 2023 |
Metadata extraction and management in data lakes with GEMMS C Quix, R Hai, I Vatov Complex Systems Informatics and Modeling Quarterly, 67-83, 2016 | 73 | 2016 |
GEMMS: A Generic and Extensible Metadata Management System for Data Lakes. C Quix, R Hai, I Vatov CAiSE forum 129, 2016 | 53 | 2016 |
Query rewriting for heterogeneous data lakes R Hai, C Quix, C Zhou Advances in Databases and Information Systems: 22nd European Conference …, 2018 | 44 | 2018 |
Data lake C Quix, S Geisler, R Hai | 32 | 2020 |
Relaxed functional dependency discovery in heterogeneous data lakes R Hai, C Quix, D Wang Conceptual Modeling: 38th International Conference, ER 2019, Salvador …, 2019 | 20 | 2019 |
Rewriting of plain SO tgds into nested tgds R Hai, C Quix Proceedings of the VLDB Endowment 12 (11), 1526-1538, 2019 | 8 | 2019 |
Amalur: Data integration meets machine learning A Hai, Rihan and Koutras, Christos and Ionescu, Andra and Li, Ziyu and Sun ... 2023 IEEE 39th International Conference on Data Engineering (ICDE), 3729--3739, 2023 | 7* | 2023 |
A metadata framework for data lagoons V Theodorou, R Hai, C Quix New Trends in Databases and Information Systems: ADBIS 2019 Short Papers …, 2019 | 7 | 2019 |
Nested schema mappings for integrating JSON R Hai, C Quix, D Kensche Conceptual Modeling: 37th International Conference, ER 2018, Xi'an, China …, 2018 | 7 | 2018 |
Metadata Representations for Queryable ML Model Zoos Z Li, R Hai, A Bozzon, A Katsifodimos Workshop on Benchmarking Data for Data-Centric AI (DataPerf) @ICML 2022, 2022 | 6 | 2022 |
Data integration and metadata management in data lakes R Hai Dissertation, RWTH Aachen University, 2020, 2020 | 6 | 2020 |
Macaroni: Crawling and Enriching Metadata from Public Model Zoos Z Li, H Kant, R Hai, A Katsifodimos, A Bozzon Web Engineering: 23rd International Conference, ICWE 2023, Alicante, Spain …, 2023 | 5 | 2023 |
Join path-based data augmentation for decision trees A Ionescu, R Hai, M Fragkoulis, A Katsifodimos 2022 IEEE 38th International Conference on Data Engineering Workshops (ICDEW …, 2022 | 5 | 2022 |
Optimizing ml inference queries under constraints Z Li, M Schönfeld, W Sun, M Fragkoulis, R Hai, A Bozzon, A Katsifodimos International Conference on Web Engineering, 51-66, 2023 | 4 | 2023 |
An empirical performance comparison between matrix multiplication join and hash join on gpus W Sun, A Katsifodimos, R Hai 2023 IEEE 39th International Conference on Data Engineering Workshops (ICDEW …, 2023 | 4 | 2023 |
An Ontology-based Collaboration Recommender System using Patents. S Geisler, R Hai, C Quix KEOD, 389-394, 2015 | 4 | 2015 |
Unconsidered Installations: Discovering IoT Deployments in the IPv6 Internet M Dahlmanns, F Heidenreich, J Lohmöller, J Pennekamp, K Wehrle, ... ACM Transactions on Internet Technology 14551 (797-811), 797-811, 2024 | 3 | 2024 |