Logisch und Physikalisch Optimierte Semantic Web Datenbank-Engine (LUPOSDATE)
Funded by:
- DFG
Runtime:
- 2007 - 2011
Project Coordinator:
Research Associate:
Motivation
The vision of the Semantic Web compared to conventional database management systems and web applications is to incorporate the meaning of the symbol into the machine processing of symbols so that error rates from incorrectly mapped data and services can be reduced when data and services are automatically integrated . There are currently significant efforts in the World Wide Web Consortium (W3C), in industry and in research, to further develop the Semantic Web, both in terms of the specifications of essential formats and languages as well as the underlying technologies and products.
Goals and Procedure
Semantic Web applications often still have major performance problems because logical and physical optimizations for Semantic Web data and queries have not yet been sufficiently researched and applied in productive systems. Furthermore, the concept of ontology in connection with database technologies has not yet been sufficiently researched.
Innovation and Prospects
The aim of this project is to research logical and physical optimizations for Semantic Web data and languages with regard to the concrete specifics of Semantic Web data and languages, so that the performance of Semantic Web applications is improved. In particular, the concept of ontology and its implications for the optimized evaluation of Semantic Web queries will be examined in more detail.
Project Partners
- Institute of Information Systems (IFIS), University of Lübeck
Link to Project Details
Publications
2023
Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications, in Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada , CEUR-WS.org, 2023.
| File: | |
| Bibtex: | @inproceedings{Gruenwald2023IndexTuning,
title = {Index Tuning with Machine Learning on Quantum Computers for Large-Scale Database Applications},
author = {Le Gruenwald and Tobias Winker and Umut Çalıkyılmaz and Jinghua Groppe and Sven Groppe},
booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
year = {2023},
url = {https://ceur-ws.org/Vol-3462/QDSM5.pdf}
} |
Preface {QDSM}, in Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada , CEUR-WS.org, 2023.
| File: | |
| Bibtex: | @inproceedings{Uotila2023QDSM,
title = {Preface {QDSM}},
author = {Valter Uotila and Sven Groppe and Le Gruenwald and Jiaheng Lu and Wolfgang Mauerer},
booktitle = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases ({VLDB} 2023) - International Workshop on Quantum Data Science and Management (QDSM'23), Vancouver, Canada},
year = {2023},
url = {https://ceur-ws.org/Vol-3462/QDSM1.pdf}
} |
Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases {(VLDB} 2023), Vancouver, Canada., .... CEUR-WS.org, 2023.
| File: | Vol-3462 |
| Bibtex: | @proceedings{Bordawekar2023WorkshopsVLDB,
author = {Rajesh Bordawekar and Cinzia Cappiello and Vasilis Efthymiou and Lisa Ehrlinger and Vijay Gadepally and Sainyam Galhotra and Sandra Geisler and Sven Groppe and Le Gruenwald and Alon Y. Halevy and Hazar Harmouch and Oktie Hassanzadeh and Ihab F. Ilyas and Ernesto Jimenez-Ruiz and Sanjay Krishnan and Tirthankar Lahiri and Guoliang Li and Jiaheng Lu and Wolfgang Mauerer and Umar Farooq Minhas and Felix Naumann and M. Tamer Özsu and El Kindi Rezig and Kavitha Srinivas and Michael Stonebraker and Satyanarayana R. Valluri and Maria-Esther Vidal and Haixun Wang and Jiannan Wang and Yingjun Wu and Xun Xue and Mohamed Zait and Kai Zeng},
title = {Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases {(VLDB} 2023), Vancouver, Canada},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3462}
} |
A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking, Future Internet , vol. 15, no. 11, 2023.
| File: | fi15110349 |
| Bibtex: | @article{Paasche2023StateAutomaton,
author = {Simon Paasche and Sven Groppe},
title = {A Finite State Automaton for Green Data Validation in a Real-World Smart Manufacturing Environment with Special Regard to Time-Outs and Overtaking},
journal = {Future Internet},
volume = {15},
year = {2023},
number = {11},
url = {https://doi.org/10.3390/fi15110349}
} |
Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration, Computers , vol. 12, no. 10, 2023.
| File: | computers12100210 |
| Bibtex: | @article{Warnke2023UsingMLDistributed,
author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
title = {Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration},
journal = {Computers},
volume = {12},
year = {2023},
number = {10},
url = {https://doi.org/10.3390/computers12100210}
} |
2022
Proceedings of the Workshop on Advances in Computational Intelligence, its Concepts \& Applications (ACI 2022) co-located with International Semantic Intelligence Conference (ISIC 2022), Georgia Southern University, Savannah, United States., .... CEUR-WS.org, 2022.
| File: | Vol-3283 |
Quantum Data Management and Quantum Machine Learning for Data Management: State-of-the-Art and Open Challenges, in Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022) , 2022.
| File: | 978-3-031-35081-8_20 |
BiDEDE'22: Second International Workshop on Big Data in Emergent Distributed Environments, in Proceedings of the 2022 International Conference on Management of Data (SIGMOD) , New York, NY, USA: Association for Computing Machinery, 2022. pp. 2542–2543.
| ISBN: | 9781450392495 |
| File: | 3514221.3524072 |
BiDEDE '22: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2022.
| ISBN: | 978-1-4503-9346-1 |
| File: | 3530050 |
A SPARQL Benchmark for Distributed Databases in IoT Environments, in Big Data in Emergent Distributed Environments (BiDEDE'22), Philadelphia, PA, USA , 2022.
| File: | 3530050.3532929 |
Tools, Languages, Methodologies for Representing Semantics on the Web of Things, Shikha Mehta and Sanju Tiwari and Patrick Siarry and M.A Jabbar, Eds. ISTE SCIENCE PUBLISHING Ltd, 2022.
| File: | c01.xhtml |
Short Analysis of the Impact of COVID-19 Ontologies, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.
| File: | 978-981-19-7126-6_17 |
Deep Learning-Based Classification of Customer Communications of a German Utility Company, in International Semantic Intelligence Conference (ISIC 2022), online , 2022.
| File: | 978-981-19-7126-6_16 |
SIMORA: SIMulating Open Routing protocols for Application interoperability on edge devices, in 6th IEEE International Conference on Fog and Edge Computing (ICFEC22), Taormina (Messina), Italy , 2022.
| File: | ICFEC54809.2022.00013 |
Enhancing Data Quality and Process Optimization for Smart Manufacturing Lines in Industry 4.0 Scenarios, in Proceedings of The International Workshop on Big Data in Emergent Distributed Environments (BiDEDE'22) , 2022.
| File: | 3530050.3532928 |
| Bibtex: | @inproceedings{Paasche22Enhancing,
author = {Simon Paasche and Sven Groppe},
title = {Enhancing Data Quality and Process Optimization for Smart Manufacturing Lines in Industry 4.0 Scenarios},
year = {2022},
url = {https://doi.org/10.1145/3530050.3532928},
booktitle = {Proceedings of The International Workshop on Big Data in Emergent Distributed Environments (BiDEDE '22)},
location = {Philadelphia, Pennsylvania, USA}
} |
Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022), Open Journal of Internet Of Things (OJIOT) , vol. 8, no. 1, pp. 1--6, 2022. RonPub.
| File: | OJIOT_2022v8i1n01e_VLIOT2022.html |
| Bibtex: | @article{OJIOT_2022v8i1n01e_VLIOT2022,
title = {Contributions to the 6th Workshop on Very Large Internet of Things (VLIoT 2022)},
author = {Sven Groppe and Sanju Tiwari and Shui Yu},
journal = {Open Journal of Internet Of Things (OJIOT)},
year = {2022},
volume = {8},
number = {1},
pages = {1--6},
url = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n01e_VLIOT2022.html},
publisher = {RonPub}
} |
Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios, Open Journal of Internet Of Things (OJIOT) , vol. 8, no. 1, pp. 80--90, 2022. RonPub.
| File: | OJIOT_2022v8i1n08_Paasche.html |
| Bibtex: | @article{OJIOT_2022v8i1n08_Paasche,
title = {Generating SPARQL-Constraints for Consistency Checking in Industry 4.0 Scenarios},
author = {Simon Paasche and Sven Groppe},
journal = {Open Journal of Internet Of Things (OJIOT)},
year = {2022},
volume = {8},
number = {1},
pages = {80--90},
url = {https://www.ronpub.com/ojiot/OJIOT_2022v8i1n08_Paasche.html},
publisher = {RonPub}
} |
Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys, in The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria , 2022.
| File: | 978-3-031-12426-6_15 |
| Bibtex: | @inproceedings{Groth2022GPUTable,
title = {Accelerated Parallel Hybrid GPU/CPU Hash Table Queries with String Keys},
author = {Tobias Groth and Sven Groppe and Thilo Pionteck and Martin Koppehel and Franz Valdiek},
booktitle = {The 33rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria},
url = {https://doi.org/10.1007/978-3-031-12426-6_15},
year = {2022},
note = {This paper received the Norman Revell Best Paper Award}
} |
Artificial Intelligence in Global Epidemics, Part 2, New Generation Computing (NGCO) , vol. 40, no. 4, 2022. Springer Science and Business Media {LLC}.
| File: | s00354-022-00196-w |
| Bibtex: | @article{Hura2022AIPart2,
author = {Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
title = {Artificial Intelligence in Global Epidemics, Part 2},
journal = {New Generation Computing (NGCO)},
year = {2022},
volume = {40},
number = {4},
url = {https://doi.org/10.1007/s00354-022-00196-w},
publisher = {Springer Science and Business Media {LLC}}
} |
Silq2Qiskit - Developing a quantum language source-to-source translator, in Proceedings of the 5th International Conference on Computer Science and Software Engineering (CSSE 2022) , 2022.
| File: | 3569966.3570114 |
| Bibtex: | @inproceedings{Hans2022Silq2Qiskit,
title = {Silq2Qiskit - Developing a quantum language source-to-source translator},
author = {Julian Hans and Sven Groppe},
booktitle = {Proceedings of the 5th International Conference on Computer Science and Software Engineering (CSSE 2022)},
location = {Guilin, China},
year = {2022},
url = {https://doi.org/10.1145/3569966.3570114}
} |
A Survey on Covid-19 Knowledge Graphs and their Data Sources, in Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022) , 2022.
| File: | 978-3-031-35078-8_13 |
| Bibtex: | @inproceedings{Khorashadizadeh22Covid19,
author = {Hanieh Khorashadizadeh and Sanju Tiwari and Sven Groppe},
title = {A Survey on Covid-19 Knowledge Graphs and their Data Sources},
year = {2022},
booktitle = {Proceedings of the EAI International Conference on Intelligent Systems and Machine Learning (EAI ICISML 2022)},
location = {Hyderabad, India},
url = {https://doi.org/10.1007/978-3-031-35078-8_13}
} |
2021
Generating Sound from the Processing in Semantic Web Databases, Open Journal of Semantic Web (OJSW) , vol. 8, no. 1, pp. 1--27, 2021.
| File: | OJSW_2021v8i1n01_Groppe.html |
BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2021.
| ISBN: | 9781450384650 |
| File: | 3460866 |
Sound of Databases: Sonification of a Semantic Web Database Engine, Proc. VLDB Endow. , vol. 14, no. 12, pp. 2695--2698, 2021.
| File: | 3476311.3476322 |
Optimizing Transaction Schedules on Universal Quantum Computers via Code Generation for Grover’s Search Algorithm, in Proceedings of the 25th International Database Engineering \& Applications Symposium (IDEAS), Montreal, QC, Canada , New York, NY, USA: Association for Computing Machinery (ACM), 2021.
| DOI: | 10.1145/3472163.3472164 |
| File: | 3472163.3472164 |

