Quantum and Intelligent Computing (QIC)
In the QIC research group, we deal with topics related to quantum computing, artificial intelligence, data and information science with and without hardware accelerators.
Members
Current Members
- Umut Çalikyilmaz
- Dr. rer. nat. Jinghua Groppe
- Akasha Kessel
- Hanieh Khorashadizadeh
- Nitin Nayak
- Dr. Ronak Panchal (external expert/postdoc, Cognizant)
- Simon Paasche, external PhD student (funded by Robert Bosch Elektronik GmbH, Salzgitter)
- Prof. Dr. Sanju Tiwari (external expert, Sharda University)
- Tobias Winker
- Sam Bird (University of Oklahoma), co-supervision
Completed PhDs supervised by Prof. Dr. Sven Groppe
Projects
Running Projects
- QC4DB (BMBF)
- QualityOnt (DFG)
Completed Projects
- BigSIoT (DFG)
- Hybrid2 (DFG)
- SW-FPGA-DB (DFG)
- FPGA-Cluster DB (BMWi)
- LUPOSDATE (DFG)
Open Thesis
A list of open thesis of the QIC research group is available here.
Please see also the slides of the last bachelor/master forum (PDF).
Publications
2023
Sarika
Jain,
Sven
Groppe, and
Nandana
Mihindukulasooriya,
Proceedings of the International Health Informatics Conference (IHIC) 2022., .... Springer Nature Singapore, 2023.
Proceedings of the International Health Informatics Conference (IHIC) 2022., .... Springer Nature Singapore, 2023.
| File: | 978-981-19-9090-8 |
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.
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}
} |
Hanieh
Khorashadizadeh,
Frédéric
Ieng,
Morteza
Ezzabady,
Soror
Sahri,
Sven
Groppe, and
Farah
Benamara,
Personal Knowledge Graphs (PKGs): Methodology, tools and applications, Institution of Engineering and Technology, 2023, pp. 277--293.
Personal Knowledge Graphs (PKGs): Methodology, tools and applications, Institution of Engineering and Technology, 2023, pp. 277--293.
| File: | pbpc063e_ch12 |
Simon
Paasche, and
Sven
Groppe,
Poster: Handling Inconsistent Data in Industry 4.0, in Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems (DEBS'23), Neuchatel, Switzerland , New York, NY, USA: Association for Computing Machinery, 2023. pp. 180–181.
Poster: Handling Inconsistent Data in Industry 4.0, in Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems (DEBS'23), Neuchatel, Switzerland , New York, NY, USA: Association for Computing Machinery, 2023. pp. 180–181.
| ISBN: | 9798400701221 |
| File: | 3583678.3603281 |
| Bibtex: | @inproceedings{Paasche2023InconsistentData,
author = {Simon Paasche and Sven Groppe},
title = {Poster: Handling Inconsistent Data in Industry 4.0},
booktitle = {Proceedings of the 17th ACM International Conference on Distributed and Event-Based Systems (DEBS '23)},
year = {2023},
isbn = {9798400701221},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3583678.3603281},
pages = {180–181},
location = {Neuchatel, Switzerland}
} |
Hanieh
Khorashadizadeh,
Nandana
Mihindukulasooriya,
Sanju
Tiwari,
Jinghua
Groppe, and
Sven
Groppe,
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text, CoRR , vol. abs/2305.08804, 2023.
Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text, CoRR , vol. abs/2305.08804, 2023.
| File: | arXiv.2305.08804 |
| Bibtex: | @inproceedings{Khorashadizadeh2023Text2KGInContextLearning,
title = {Exploring In-Context Learning Capabilities of Foundation Models for Generating Knowledge Graphs from Text},
author = {Hanieh Khorashadizadeh and Nandana Mihindukulasooriya and Sanju Tiwari and Jinghua Groppe and Sven Groppe},
booktitle = {Proceedings of the 2nd International Workshop on Knowledge Graph Generation From Text (Text2KG) in conjunction with the Extended Semantic Web Conference (ESWC 2023), Hersonissos, Greece},
year = {2023},
url = {https://ceur-ws.org/Vol-3447/Text2KG_Paper_9.pdf}
} |
Umut
Çalıkyılmaz,
Sven
Groppe,
Jinghua
Groppe,
Tobias
Winker,
Stefan
Prestel,
Farida
Shagieva,
Daanish
Arya,
Florian
Preis, and
Le
Gruenwald,
Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules, Proc. VLDB Endow. , vol. 16, no. 9, pp. 2344--2353, 2023.
Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules, Proc. VLDB Endow. , vol. 16, no. 9, pp. 2344--2353, 2023.
| File: | 3598581.3598603 |
| Bibtex: | @article{Calıkyilmaz2023QC_QO_TSO,
title = {Opportunities for Quantum Acceleration of Databases: Optimization of Queries and Transaction Schedules},
author = {Umut Çalıkyılmaz and Sven Groppe and Jinghua Groppe and Tobias Winker and Stefan Prestel and Farida Shagieva and Daanish Arya and Florian Preis and Le Gruenwald},
journal = {Proc. {VLDB} Endow.},
volume = {16},
number = {9},
pages = {2344--2353},
year = {2023},
url = {https://doi.org/10.14778/3598581.3598603}
} |
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.
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}
} |
Benjamin
Warnke,
Stefan
Fischer, and
Sven
Groppe,
Distributed SPARQL Queries in Collaboration with the Routing Protocol, in Proceedings of the 27th International Database Engineered Applications Symposium (IDEAS), Heraklion, Crete, Greece , 2023.
Distributed SPARQL Queries in Collaboration with the Routing Protocol, in Proceedings of the 27th International Database Engineered Applications Symposium (IDEAS), Heraklion, Crete, Greece , 2023.
| File: | 3589462.3589497 |
| Bibtex: | @inproceedings{Warnke2023_1,
title = {Distributed SPARQL Queries in Collaboration with the Routing Protocol},
author = {Benjamin Warnke and Stefan Fischer and Sven Groppe},
booktitle = {Proceedings of the 27th International Database Engineered Applications Symposium (IDEAS), Heraklion, Crete, Greece},
year = {2023},
url = {https://doi.org/10.1145/3589462.3589497}
} |
Nitin
Nayak,
Jan
Rehfeld,
Tobias
Winker,
Benjamin
Warnke,
Umut
Çalıkyılmaz, and
Sven
Groppe,
Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA , 2023.
Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA , 2023.
| File: | 3579142.3594298 |
| Bibtex: | @inproceedings{Nayak2023QUBO_JOO,
title = {Constructing Optimal Bushy Join Trees by Solving QUBO Problems on Quantum Hardware and Simulators},
author = {Nitin Nayak and Jan Rehfeld and Tobias Winker and Benjamin Warnke and Umut Çalıkyılmaz and Sven Groppe},
booktitle = {Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA},
year = {2023},
url = {https://doi.org/10.1145/3579142.3594298}
} |
Simon
Paasche, and
Sven
Groppe,
GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments, in Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA), Rome, Italy , 2023.
GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments, in Proceedings of the 12th International Conference on Data Science, Technology and Applications (DATA), Rome, Italy , 2023.
| File: | 0012147900003541 |
| Bibtex: | @inproceedings{Paasche2023GreenCC,
title = {GreenCC: A Hybrid Approach to Sustainably Validate Manufacturing Data in Industry 4.0 Environments},
author = {Simon Paasche and Sven Groppe},
booktitle = {Proceedings of the 12th International Conference on Data Science, Technology and Applications ({DATA}), Rome, Italy},
year = {2023},
url = {https://doi.org/10.5220/0012147900003541}
} |
Tobias
Groth,
Sven
Groppe,
Thilo
Pionteck,
Franz
Valdiek, and
Martin
Koppehel,
Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys, Knowledge and Information Systems , vol. 65, no. 10, pp. 4359--4377, 2023. Springer Science and Business Media {LLC}.
Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys, Knowledge and Information Systems , vol. 65, no. 10, pp. 4359--4377, 2023. Springer Science and Business Media {LLC}.
| File: | s10115-023-01891-w |
| Bibtex: | @article{groth2023hybrid,
title={Hybrid CPU/GPU/APU accelerated query, insert, update and erase operations in hash tables with string keys},
author={Groth, Tobias and Groppe, Sven and Pionteck, Thilo and Valdiek, Franz and Koppehel, Martin},
journal={Knowledge and Information Systems},
pages={4359--4377},
year={2023},
publisher={Springer}
}
|
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.
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}
} |
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.
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}
} |
2022
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.
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}
} |
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.
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 |
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.
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 |
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.
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}
} |
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.
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 |
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.
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 |
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.
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,
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.
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}
} |
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.
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}
} |
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.
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 |
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.
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.
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 |
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}.
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}}
} |
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.
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}
} |
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.
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}
} |
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.
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 |
2021
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.
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 |
Venkataraman
Neelanarayanan,
Vijayakumar
Varadarajan,
Ron
Doyle,
Imad Fakhri Taha
Alyaseen, and
Sven
Groppe,
Special issue on the technologies and applications of big data, Wireless Networks , vol. 27, no. 8, pp. 5425-5428, 2021.
Special issue on the technologies and applications of big data, Wireless Networks , vol. 27, no. 8, pp. 5425-5428, 2021.
| File: | s11276-021-02796-8 |
| Bibtex: | @article{Neelanarayanan2021BigDataA,
title = {Special issue on the technologies and applications of big data},
author = {V. Neelanarayanan and V. Vijayakumar and Ron Doyle and Imad Fakhri Taha Alyaseen and Sven Groppe},
year = 2021,
journal = {Wireless Networks},
volume = 27,
number = 8,
pages = {5425--5428},
issn = {1572-8196},
url = {https://doi.org/10.1007/s11276-021-02796-8}
} |
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.
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,
Semantic Hybrid Multi-Model Multi-Platform (SHM3P) Databases, in International Semantic Intelligence Conference (ISIC 2021), New Delhi (hybrid), India , CEUR, 2021. pp. 16--26.
Semantic Hybrid Multi-Model Multi-Platform (SHM3P) Databases, in International Semantic Intelligence Conference (ISIC 2021), New Delhi (hybrid), India , CEUR, 2021. pp. 16--26.
| File: |
Sarika
Jain, and
Sven
Groppe,
Proceedings of the International Semantic Intelligence Conference (ISIC), New Delhi (hybrid), India., .... CEUR, 2021.
Proceedings of the International Semantic Intelligence Conference (ISIC), New Delhi (hybrid), India., .... CEUR, 2021.
| File: | urn:nbn:de:0074-2786-5 |
Sven
Groppe, and
Weizhi
Meng,
Overview of the 2021 Edition of the Workshop on Very Large Internet of Things (VLIoT 2021), Open Journal of Internet Of Things (OJIOT) , vol. 7, no. 1, pp. 18--22, 2021. RonPub.
Overview of the 2021 Edition of the Workshop on Very Large Internet of Things (VLIoT 2021), Open Journal of Internet Of Things (OJIOT) , vol. 7, no. 1, pp. 18--22, 2021. RonPub.
| File: | OJIOT_2021v7i1n02e_VLIoT2021.html |
| Bibtex: | @article{OJIOT_2021v7i1n02e_VLIoT2021,
title = {Overview of the 2021 Edition of the Workshop on Very Large Internet of Things (VLIoT 2021)},
author = {Sven Groppe and Weizhi Meng},
journal = {Open Journal of Internet Of Things (OJIOT)},
issn = {2364-7108},
year = {2021},
volume = {7},
number = {1},
pages = {18--22},
url = {https://www.ronpub.com/ojiot/OJIOT_2021v7i1n02e_VLIoT2021.html},
publisher = {RonPub}
} |
Rafal
Lokuciejewski,
Dominik
Schüssele,
Florian
Wilhelm, and
Sven
Groppe,
A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure, in Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER) , SciTePress, 2021. pp. 65-76.
A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure, in Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER) , SciTePress, 2021. pp. 65-76.
| ISBN: | 978-989-758-510-4 |
| File: | 0010447500650076 |
| Bibtex: | @inproceedings{Lokuciejewski21Platform,
author = {Rafal Lokuciejewski and Dominik Schüssele and Florian Wilhelm and Sven Groppe},
title = {A Platform for Interactive Data Science with Apache Spark for On-premises Infrastructure},
booktitle = {Proceedings of the 11th International Conference on Cloud Computing and Services Science (CLOSER)},
year = {2021},
pages = {65-76},
publisher={SciTePress},
url = {https://doi.org/10.5220/0010447500650076},
isbn = {978-989-758-510-4}
} |
Le
Gruenwald,
Sarika
Jain, and
Sven
Groppe,
Leveraging Artificial Intelligence in Global Epidemics., .... Elsevier, 2021.
Leveraging Artificial Intelligence in Global Epidemics., .... Elsevier, 2021.
| File: | 978-0-323-89777-8 |
| Bibtex: | @book{gruenwald2021leveraging,
editor = {Le Gruenwald and Sarika Jain and Sven Groppe},
title = {Leveraging Artificial Intelligence in Global Epidemics},
publisher = {{Elsevier}},
year = {2021},
url = {https://www.elsevier.com/books/leveraging-artificial-intelligence-in-global-epidemics/gruenwald/978-0-323-89777-8}
} |
Benjamin
Warnke,
Muhammad Waqas
Rehan,
Stefan
Fischer, and
Sven
Groppe,
Flexible data partitioning schemes for parallel merge joins in semantic web queries, in Datenbanksysteme für Business, Technologie und Web ({BTW}), 19. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", Dresden, Germany , Gesellschaft für Informatik, Bonn, 2021. pp. 237--256.
Flexible data partitioning schemes for parallel merge joins in semantic web queries, in Datenbanksysteme für Business, Technologie und Web ({BTW}), 19. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", Dresden, Germany , Gesellschaft für Informatik, Bonn, 2021. pp. 237--256.
| DOI: | 10.18420/btw2021-12 |
| File: | btw2021-12 |
| Bibtex: | @inproceedings{Warnke21Flexible,
author = {Benjamin Warnke and Muhammad Waqas Rehan and Stefan Fischer and Sven Groppe},
title = {Flexible data partitioning schemes for parallel merge joins in semantic web queries},
booktitle = {Datenbanksysteme für Business, Technologie und Web ({BTW}), 19. Fachtagung des GI-Fachbereichs "Datenbanken und Informationssysteme", Dresden, Germany},
series = {{LNI}},
volume = {{P-311}},
pages = {237--256},
publisher = {Gesellschaft für Informatik, Bonn},
year = {2021},
url = {https://doi.org/10.18420/btw2021-12},
note = {this publication received the label 'Results Reproduced'}
} |
Martin
Koppehel,
Tobias
Groth,
Sven
Groppe, and
Thilo
Pionteck,
CuART - a CUDA-Based, Scalable Radix-Tree Lookup and Update Engine, in 50th International Conference on Parallel Processing (ICPP 2021), Lemont, IL, USA , Association for Computing Machinery (ACM), 2021.
CuART - a CUDA-Based, Scalable Radix-Tree Lookup and Update Engine, in 50th International Conference on Parallel Processing (ICPP 2021), Lemont, IL, USA , Association for Computing Machinery (ACM), 2021.
| File: | 3472456.3472511 |
| Bibtex: | @inproceedings{Koppehel21CuART,
author = {Martin Koppehel and Tobias Groth and Sven Groppe and Thilo Pionteck},
title = {CuART - a CUDA-Based, Scalable Radix-Tree Lookup and Update Engine},
year = {2021},
publisher = {Association for Computing Machinery (ACM)},
url = {https://doi.org/10.1145/3472456.3472511},
booktitle = {50th International Conference on Parallel Processing (ICPP 2021)},
location = {Lemont, IL, USA}
} |
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.
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, and
Lina
Hartung,
Automatically Generating Citation Graphs (and Variants) for Systematic Reviews, Open Journal of Information Systems (OJIS) , vol. 8, no. 1, pp. 1--25, 2021. RonPub.
Automatically Generating Citation Graphs (and Variants) for Systematic Reviews, Open Journal of Information Systems (OJIS) , vol. 8, no. 1, pp. 1--25, 2021. RonPub.
| File: | OJIS_2021v8i1n01_Groppe.html |
Gurdeep Singh
Hura,
Sven
Groppe,
Sarika
Jain, and
Le
Gruenwald,
Artificial Intelligence in Global Epidemics, Part 1, New Generation Computing , vol. 39, no. 3-4, 2021.
Artificial Intelligence in Global Epidemics, Part 1, New Generation Computing , vol. 39, no. 3-4, 2021.
| File: | s00354-021-00138-y |
| Bibtex: | @article{Hura2021AI,
author={Gurdeep Singh Hura and Sven Groppe and Sarika Jain and Le Gruenwald},
title={Artificial Intelligence in Global Epidemics, Part 1},
journal={New Generation Computing},
volume = {39},
number = {3-4},
year={2021},
url={https://doi.org/10.1007/s00354-021-00138-y}
} |
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.
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 |
2020
Sven
Groppe, and
Jinghua
Groppe,
Hybrid Multi-Model Multi-Platform (HM3P) Databases, in Proceedings of the 9th International Conference on Data Science, Technology and Applications (DATA), virtual due to Covid-19 pandemic , 2020.
Hybrid Multi-Model Multi-Platform (HM3P) Databases, in Proceedings of the 9th International Conference on Data Science, Technology and Applications (DATA), virtual due to Covid-19 pandemic , 2020.
| File: | 0009802401770184 |
Sven
Groppe, and
Lina
Hartung,
ReViz: A Tool for Automatically Generating Citation Graphs and Variants, in International Conference on Asian Digital Libraries (ICADL): Digital Libraries at Times of Massive Societal Transition , 2020. pp. 107--121.
ReViz: A Tool for Automatically Generating Citation Graphs and Variants, in International Conference on Asian Digital Libraries (ICADL): Digital Libraries at Times of Massive Societal Transition , 2020. pp. 107--121.
| File: | 978-3-030-64452-9_10 |
Sven
Groppe,
Le
Gruenwald, and
Valentina
Presutti,
Proceedings of the International Workshop on Semantic Big Data (SBD) in conjunction with SIGMOD, Portland, Oregon, USA., .... ACM, 2020.
Proceedings of the International Workshop on Semantic Big Data (SBD) in conjunction with SIGMOD, Portland, Oregon, USA., .... ACM, 2020.
| DOI: | 10.1145/3391274 |
| ISBN: | 978-1-4503-7974-8 |
| File: | 3391274 |
Tobias
Groth,
Sven
Groppe,
Martin
Koppehel, and
Thilo
Pionteck,
Parallelizing Approximate Search on Adaptive Radix Trees, in Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic) , 2020. pp. 56--67.
Parallelizing Approximate Search on Adaptive Radix Trees, in Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic) , 2020. pp. 56--67.
| File: | |
| Bibtex: | @inproceedings{GrothGKP20,
author = {Tobias Groth and Sven Groppe and Martin Koppehel and Thilo Pionteck},
title = {Parallelizing Approximate Search on Adaptive Radix Trees},
booktitle = {Proceedings of the 28th Italian Symposium on Advanced Database Systems, Villasimius, Sud Sardegna, Italy (virtual due to Covid-19 pandemic)},
pages = {56--67},
year = {2020},
url = {http://ceur-ws.org/Vol-2646/16-paper.pdf}
} |
Sven Groppe,
Emergent models, frameworks, and hardware technologies for Big data analytics, The Journal of Supercomputing , vol. 76, no. 3, pp. 1800-1827, 2020.
Emergent models, frameworks, and hardware technologies for Big data analytics, The Journal of Supercomputing , vol. 76, no. 3, pp. 1800-1827, 2020.
| File: | s11227-018-2277-x |
Dennis
Heinrich,
Stefan
Werner,
Christopher
Blochwitz,
Thilo
Pionteck, and
Sven
Groppe,
Hardware-aided update acceleration in a hybrid Semantic Web database system, The Journal of Supercomputing , vol. 76, no. 10, pp. 7961--7984, 2020.
Hardware-aided update acceleration in a hybrid Semantic Web database system, The Journal of Supercomputing , vol. 76, no. 10, pp. 7961--7984, 2020.
| File: | s11227-018-2462-y |
| Bibtex: | @article{heinrich20hardware,
author = {Dennis Heinrich and Stefan Werner and Christopher Blochwitz and Thilo Pionteck and Sven Groppe},
title = {Hardware-aided update acceleration in a hybrid Semantic Web database system},
journal = {The Journal of Supercomputing},
volume = {76},
number = {10},
pages = {7961--7984},
year = {2020},
url = {https://doi.org/10.1007/s11227-018-2462-y}
} |
Tim
Bittner, and
Sven
Groppe,
Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking, Open Journal of Cloud Computing (OJCC) , vol. 7, no. 1, pp. 1--21, 2020.
Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking, Open Journal of Cloud Computing (OJCC) , vol. 7, no. 1, pp. 1--21, 2020.
| File: | urn:nbn:de:101:1-2020112218332015343957 |
| Bibtex: | @Article{OJCC_2020v7i1n01_Bittner,
title = {Hardware Accelerating the Optimization of Transaction Schedules via Quantum Annealing by Avoiding Blocking},
author = {Tim Bittner and
Sven Groppe},
journal = {Open Journal of Cloud Computing (OJCC)},
issn = {2199-1987},
year = {2020},
volume = {7},
number = {1},
pages = {1--21},
url = {http://nbn-resolving.de/urn:nbn:de:101:1-2020112218332015343957}
} |

- Research
- Groups
- Human-Aware AI
- Human-Robot Interaction with the Pepper Robot
- Quantum and Intelligent Computing
- Former Research Groups
- Projects
- Completed Projects
- Groups
