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

Le Gruenwald, Tobias Winker, Umut Çalıkyılmaz, Jinghua Groppe, and Sven Groppe,
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: QDSM5.pdf
Bibtex: 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}
}
Valter Uotila, Sven Groppe, Le Gruenwald, Jiaheng Lu, and Wolfgang Mauerer,
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: QDSM1.pdf
Bibtex: 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}
}
Rajesh Bordawekar, Cinzia Cappiello, Vasilis Efthymiou, Lisa Ehrlinger, Vijay Gadepally, Sainyam Galhotra, Sandra Geisler, Sven Groppe, Le Gruenwald, Alon Y. Halevy, Hazar Harmouch, Oktie Hassanzadeh, Ihab F. Ilyas, Ernesto Jiménez{-}Ruiz, Sanjay Krishnan, Tirthankar Lahiri, Guoliang Li, Jiaheng Lu, Wolfgang Mauerer, Umar Farooq Minhas, Felix Naumann, M. Tamer Özsu, El Kindi Rezig, Kavitha Srinivas, Michael Stonebraker, Satyanarayana R. Valluri, Maria-Esther Vidal, Haixun Wang, Jiannan Wang, Yingjun Wu, Xun Xue, Mohamed Zait, and Kai Zeng,
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: 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}
}
Simon Paasche, and Sven Groppe,
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: 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}
}
Benjamin Warnke, Stefan Fischer, and Sven Groppe,
Using Machine Learning and Routing Protocols for Optimizing Distributed SPARQL Queries in Collaboration, Computers , vol. 12, no. 10, 2023.
File: computers12100210
Bibtex: 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

Sarika Jain, Sven Groppe, and Nandana Mihindukulasooriya,
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
Sven Groppe, Jinghua Groppe, Umut Çalıkyılmaz, Tobias Winker, and Le Gruenwald,
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
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
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
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
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
Benjamin Warnke, Johann Mantler, Sven Groppe, Yuri Cotrado Sehgelmeble, and Stefan Fischer,
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
Sven Groppe, Jinghua Groppe, and Tobias Groth,
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
Sven Groppe, Sanju Tiwari, Hanieh Khorashadizadeh, Jinghua Groppe, Tobias Groth, Farah Benamara, and Soror Sahri,
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
Jinghua Groppe, Rene Schlichting, Sven Groppe, and Ralf Möller,
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
Benjamin Warnke, Yuri Cotrado Sehgelmeble, Johann Mantler, Sven Groppe, and Stefan Fischer,
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
Simon Paasche, and Sven Groppe,
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: 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}
}
Sven Groppe, Sanju Tiwari, and Shui Yu,
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: 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}
}
Simon Paasche, and Sven Groppe,
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: 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}
}
Tobias Groth, Sven Groppe, Thilo Pionteck, Martin Koppehel, and Franz Valdiek,
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: 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}
}
Gurdeep Singh Hura, Sven Groppe, Sarika Jain, and Le Gruenwald,
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: 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}}
}
Julian Hans, and Sven Groppe,
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: 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}
}
Hanieh Khorashadizadeh, Sanju Tiwari, and Sven Groppe,
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: 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

Sven Groppe, Rico Klinckenberg, and Benjamin Warnke,
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
Sven Groppe, Le Gruenwald, and Ching-Hsien Hsu,
BiDEDE '21: Proceedings of the International Workshop on Big Data in Emergent Distributed Environments., .... Association for Computing Machinery (ACM), 2021.
ISBN:9781450384650
File: 3460866
Sven Groppe, Rico Klinckenberg, and Benjamin Warnke,
Sound of Databases: Sonification of a Semantic Web Database Engine, Proc. VLDB Endow. , vol. 14, no. 12, pp. 2695--2698, 2021.
File: 3476311.3476322
Sven Groppe, and Jinghua Groppe,
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