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
2025
Sarika
Jain,
Priyanka
Sukul,
Jinghua
Groppe,
Benjamin
Warnke,
Pooja
Harde,
Ritik
Jangid,
Waqas
Rehan,
Yuri
Cotrado,
Stefan
Fischer, and
Sven
Groppe,
A scientometric analysis of reviews on the Internet of Things, The Journal of Supercomputing , vol. 81, no. 6, Apr. 2025. Springer Science and Business Media LLC.
A scientometric analysis of reviews on the Internet of Things, The Journal of Supercomputing , vol. 81, no. 6, Apr. 2025. Springer Science and Business Media LLC.
| Datei: | s11227-025-07230-w |
Akasha-Leonie
Kessel,
Soror
Sahri,
Sven
Groppe,
Jinghua
Groppe,
Hanieh
Khorashadizadeh,
Marc
Pignal,
Eva Perez
Pimparé, and
Régine
Vignes-Lebbe,
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, Jan. 2025.
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, Jan. 2025.
| Datei: | computers14010021 |
Akasha-Leonie
Kessel,
Sven
Groppe,
Dominik
Röpert, and
Jinghua
Groppe,
Ai-supported analysis and classification of digitized botanical collections, in 11th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2025.
Ai-supported analysis and classification of digitized botanical collections, in 11th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2025.
Jinghua
Groppe,
Andreas
Marquet,
Annabel
Walz, and
Sven
Groppe,
Automated Archival Descriptions with Federated Intelligence of LLMs, in The 36th International Conference on Database and Expert Systems Applications (DEXA), Bangkok, Thailand , 2025.
Automated Archival Descriptions with Federated Intelligence of LLMs, in The 36th International Conference on Database and Expert Systems Applications (DEXA), Bangkok, Thailand , 2025.
| Datei: | 978-3-032-02049-9_4 |
Hanieh
Khorashadizadeh,
Sanju
Tiwari,
Farah
Benamara,
Nandana
Mihindukulasooriya,
Jinghua
Groppe,
Soror
Sahri,
Morteza
Ezzabady,
Frédéric
Ieng, and
Sven
Groppe,
EcoRAG: A Multi-hop Economic QA Benchmark for Retrieval Augmented Generation Using Knowledge Graphs, in Natural Language Processing and Information Systems (NLDB), Kanazawa, Japan , 2025. pp. 163–173.
EcoRAG: A Multi-hop Economic QA Benchmark for Retrieval Augmented Generation Using Knowledge Graphs, in Natural Language Processing and Information Systems (NLDB), Kanazawa, Japan , 2025. pp. 163–173.
| Datei: | 978-3-031-97144-0_15 |
Anna
Osipjan,
Hanieh
Khorashadizadeh,
Akasha-Leonie
Kessel,
Sven
Groppe, and
Jinghua
Groppe,
GraphTrace: A Modular Retrieval Framework Combining Knowledge Graphs and Large Language Models for Multi-Hop Question Answering, Computers , vol. 14, no. 9, 2025. MDPI AG.
GraphTrace: A Modular Retrieval Framework Combining Knowledge Graphs and Large Language Models for Multi-Hop Question Answering, Computers , vol. 14, no. 9, 2025. MDPI AG.
| Datei: | computers14090382 |
Akasha-Leonie
Kessel,
Soror
Sahri,
Sven
Groppe,
Jinghua
Groppe,
Hanieh
Khorashadizadeh,
Marc
Pignal, and
Régine
Vignes-Lebbe,
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, 2025.
Impact of Chatbots on User Experience and Data Quality on Citizen Science Platforms, Computers , vol. 14, no. 1, 2025.
| DOI: | 10.3390/computers14010021 |
| Datei: | 21 |
Sven
Groppe,
Valter
Uotila, and
Jinghua
Groppe,
Opportunities and Challenges for Data Quality in the Era of Quantum Computing, arXiv , vol. 2512.00870, 2025.
Opportunities and Challenges for Data Quality in the Era of Quantum Computing, arXiv , vol. 2512.00870, 2025.
| Datei: | arxiv.2512.00870 |
Umut
Çalıkyılmaz,
Nitin
Nayak,
Jinghua
Groppe, and
Sven
Groppe,
OptiMA: A Transaction-Based Framework with Throughput Optimization for Very Complex Multi-Agent Systems, arXiv , vol. 2511.03761, 2025.
OptiMA: A Transaction-Based Framework with Throughput Optimization for Very Complex Multi-Agent Systems, arXiv , vol. 2511.03761, 2025.
| Datei: | arxiv.2511.03761 |
Sarika
Jain,
Bharat K.
Bhargava,
Deepshikha
Kalra, and
Sven
Groppe,
Proceedings of the International Health Informatics Conference: IHIC 2023., .... Springer Nature Singapore, 2025.
Proceedings of the International Health Informatics Conference: IHIC 2023., .... Springer Nature Singapore, 2025.
| DOI: | 10.1007/978-981-97-7190-5 |
| ISBN: | 9789819771905 |
| Datei: | 978-981-97-7190-5 |
Jinghua
Groppe,
Nitin
Nayak,
Tobias
Winker,
Umut
Çalıkyılmaz, and
Sven
Groppe,
"QC4DB: Beschleunigung von relationalen Datenbankmanagementsystemen durch Quantenrechner Teilvorhaben: Datenbank Optimierungen (DBOpt)" Hannover : Technische Informationsbibliothek, 2025.
"QC4DB: Beschleunigung von relationalen Datenbankmanagementsystemen durch Quantenrechner Teilvorhaben: Datenbank Optimierungen (DBOpt)" Hannover : Technische Informationsbibliothek, 2025.
| Datei: | 24530 |
Tobias
Winker,
Jinghua
Groppe, and
Sven
Groppe,
QCardEst/QCardCorr: Quantum Cardinality Estimation and Correction, arXiv , vol. 2509.08817, 2025.
QCardEst/QCardCorr: Quantum Cardinality Estimation and Correction, arXiv , vol. 2509.08817, 2025.
| Datei: | ARXIV.2509.08817 |
Nitin
Nayak,
Alexandru
Prisacaru,
Umut
Çalıkyılmaz,
Jinghua
Groppe, and
Sven
Groppe,
Quantum-Enhanced Transaction Scheduling with Reduced Complexity via Solving QUBO Iteratively using a Locking Mechanism, in 2nd International Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications (Q-Data), Berlin, Germany , 2025.
Quantum-Enhanced Transaction Scheduling with Reduced Complexity via Solving QUBO Iteratively using a Locking Mechanism, in 2nd International Workshop on Quantum Computing and Quantum-Inspired Technology for Data-Intensive Systems and Applications (Q-Data), Berlin, Germany , 2025.
| Datei: | 3736393.3736701 |
Valter
Uotila,
Soror
Sahri, and
Sven
Groppe,
Utilizing Quantum Computing to Improve the Quality of Data, in The 29th European Conference on Advances in Databases and Information Systems (ADBIS), Tampere, Finland , 2025.
Utilizing Quantum Computing to Improve the Quality of Data, in The 29th European Conference on Advances in Databases and Information Systems (ADBIS), Tampere, Finland , 2025.
| Datei: | 978-3-032-05281-0_19 |
Hasnain
Sikora,
Shridevi
Krishnakumar, and
Sven
Groppe,
Weather forecasting using quantum-based LSTM: A comparative analysis, Results in Engineering , vol. 28, 2025. Elsevier BV.
Weather forecasting using quantum-based LSTM: A comparative analysis, Results in Engineering , vol. 28, 2025. Elsevier BV.
| Datei: | j.rineng.2025.107995 |
2024
Simon
Paasche, and
Sven
Groppe,
On the Potential of Sustainable Software Solutions in Smart Manufacturing Environments, in Semantic Intelligence , Springer Nature Singapore, Dez.2024, pp. 25–32.
On the Potential of Sustainable Software Solutions in Smart Manufacturing Environments, in Semantic Intelligence , Springer Nature Singapore, Dez.2024, pp. 25–32.
| DOI: | 10.1007/978-981-97-7356-5_3 |
| Datei: | 978-981-97-7356-5_3 |
M. A.
Jabbar,
Sanju
Tiwari,
Fernando
Ortiz-Rodríguez,
Sven
Groppe, and
Tasneem Bano
Rehman,
Applied Machine Learning and Data Analytics: 6th International Conference, AMLDA 2023, Lübeck, Germany, November 9–10, 2023, Revised Selected Papers., .... Springer Nature Switzerland, 2024.
Applied Machine Learning and Data Analytics: 6th International Conference, AMLDA 2023, Lübeck, Germany, November 9–10, 2023, Revised Selected Papers., .... Springer Nature Switzerland, 2024.
| ISBN: | 9783031554865 |
| Datei: | 978-3-031-55486-5 |
Sylvio Barbon
Junior,
Paolo
Ceravolo,
Sven
Groppe,
Mustafa
Jarrar,
Samira
Maghool,
Florence
Sèdes,
Soror
Sahri, and
Maurice Van
Keulen,
Are Large Language Models the New Interface for Data Pipelines?, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, Santiago, Chile , Association for Computing Machinery, 2024.
Are Large Language Models the New Interface for Data Pipelines?, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, Santiago, Chile , Association for Computing Machinery, 2024.
| Datei: | 3663741.3664785 |
Hanieh
Khorashadizadeh,
Jinghua
Groppe,
Jessica
Lückert,
Sanju
Tiwari, and
Sven
Groppe,
Assessing the Impact of Government Policies on Covid-19 Spread: A Machine Learning Approach, in 10th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2024.
Assessing the Impact of Government Policies on Covid-19 Spread: A Machine Learning Approach, in 10th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2024.
Hanieh
Khorashadizadeh,
Jinghua
Groppe,
Jessica
Lückert,
Sanju
Tiwari, and
Sven
Groppe,
Assessing the Impact of Government Policies on Covid-19 Spread: A Machine Learning Approach, in 10th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2024.
Assessing the Impact of Government Policies on Covid-19 Spread: A Machine Learning Approach, in 10th International Conference on Machine Learning, Optimization, and Data Science (LOD), Tuscany, Italy , 2024.
Hanieh
Khorashadizadeh,
Nandana
Mihindukulasooriya,
Nilufar
Ranji,
Morteza
Ezzabady,
Frédéric
Ieng,
Jinghua
Groppe,
Farah
Benamara, and
Sven
Groppe,
Construction and Canonicalization of Economic Knowledge Graphs with LLMs, in International Knowledge Graph and Semantic Web Conference (KGSWC) , Springer Nature Switzerland, 2024. pp. 334–343.
Construction and Canonicalization of Economic Knowledge Graphs with LLMs, in International Knowledge Graph and Semantic Web Conference (KGSWC) , Springer Nature Switzerland, 2024. pp. 334–343.
| ISBN: | 9783031812217 |
| Datei: | 978-3-031-81221-7_23 |
Zeinab Sadat
Rabani,
Hanieh
Khorashadizadeh,
Shirin
Abdollahzade,
Sven
Groppe, and
Javad
Ghofrani,
Developers’ Perspective on Trustworthiness of Code Generated by ChatGPT: Insights from Interviews, in Applied Machine Learning and Data Analytics (AMLDA 2023), Lübeck, Germany , Springer Nature Switzerland, 2024. pp. 215–229.
Developers’ Perspective on Trustworthiness of Code Generated by ChatGPT: Insights from Interviews, in Applied Machine Learning and Data Analytics (AMLDA 2023), Lübeck, Germany , Springer Nature Switzerland, 2024. pp. 215–229.
| Datei: | 978-3-031-55486-5_16 |
Fatima Zahra
Amara,
Sven
Groppe,
Sanju
Tiwari,
Mounir
Hemam, and
Meriem
Djezzar,
Exploring the Determinants of Semantic Internet of Things in Healthcare, in Roles and Challenges of Semantic Intelligence in Healthcare Cognitive Computing , IOS Press, 2024.
Exploring the Determinants of Semantic Internet of Things in Healthcare, in Roles and Challenges of Semantic Intelligence in Healthcare Cognitive Computing , IOS Press, 2024.
| ISBN: | 9781643684611 |
| Datei: | SSW230026 |
Maja
Franz,
Tobias
Winker,
Sven
Groppe, and
Wolfgang
Mauerer,
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation, in 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) , 2024. pp. 409-420.
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation, in 2024 IEEE International Conference on Quantum Computing and Engineering (QCE) , 2024. pp. 409-420.
| Datei: | QCE60285.2024.00055 |
Paolo
Ceravolo,
Tiziana
Catarci,
Marco
Console,
Philippe
Cudré-Mauroux,
Sven
Groppe,
Katja
Hose,
Jaroslav
Pokorný,
Oscar
Romero, and
Robert
Wrembel,
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows, SIGWEB Newsl. , vol. 2024, no. Winter, 2024. Association for Computing Machinery.
moduli: A Disaggregated Data Management Architecture for Data-Intensive Workflows, SIGWEB Newsl. , vol. 2024, no. Winter, 2024. Association for Computing Machinery.
| Datei: | 3643603.3643607 |
Nitin
Nayak,
Manuel
Schönberger,
Valter
Uotila,
Zhengtong
Yan,
Sven
Groppe,
Jiaheng
Lu, and
Wolfgang
Mauerer,
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
| Datei: | 2411.04638 |
Nitin
Nayak,
Manuel
Schönberger,
Valter
Uotila,
Zhengtong
Yan,
Sven
Groppe,
Jiaheng
Lu, and
Wolfgang
Mauerer,
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
QCE'24 Tutorial: Quantum Annealing - Emerging Exploration for Database Optimization, arXiv , vol. arXiv:2411.04638, 2024.
| Datei: | 2411.04638 |
Nitin
Nayak,
Manuel
Schönberger,
Valter
Uotila,
Zhengtong
Yan,
Sven
Groppe,
Jiaheng
Lu, and
Wolfgang
Mauerer,
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Nitin
Nayak,
Manuel
Schönberger,
Valter
Uotila,
Zhengtong
Yan,
Sven
Groppe,
Jiaheng
Lu, and
Wolfgang
Mauerer,
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Quantum Annealing: Emerging Exploration for Database Optimization, in IEEE International Conference on Quantum Computing and Engineering (QCE), Montréal, Québec, Canada , 2024.
Nitin
Nayak,
Tobias
Winker,
Umut
Çalıkyılmaz,
Sven
Groppe, and
Jinghua
Groppe,
Quantum Join Ordering by Splitting the Search Space of QUBO Problems, Datenbank-Spektrum , vol. 24, no. 1, pp. 21-32, 2024.
Quantum Join Ordering by Splitting the Search Space of QUBO Problems, Datenbank-Spektrum , vol. 24, no. 1, pp. 21-32, 2024.
| Datei: | s13222-024-00468-3 |
Benjamin
Warnke,
Kevin
Martens,
Tobias
Winker,
Sven
Groppe,
Jinghua
Groppe,
Prasad
Adhiyaman,
Sruthi
Srinivasan, and
Shridevi
Krishnakumar,
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL, Big Data and Cognitive Computing (BDCC) , vol. 8, no. 7, 2024.
ReJOOSp: Reinforcement Learning for Join Order Optimization in SPARQL, Big Data and Cognitive Computing (BDCC) , vol. 8, no. 7, 2024.
| Datei: | bdcc8070071 |
Hanieh
Khorashadizadeh,
Fatima Zahra
Amara,
Morteza
Ezzabady,
Frédéric
Ieng,
Sanju
Tiwari,
Nandana
Mihindukulasooriya,
Jinghua
Groppe,
Soror
Sahri,
Farah
Benamara, and
Sven
Groppe,
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
| Datei: |
Hanieh
Khorashadizadeh,
Fatima Zahra
Amara,
Morteza
Ezzabady,
Frédéric
Ieng,
Sanju
Tiwari,
Nandana
Mihindukulasooriya,
Jinghua
Groppe,
Soror
Sahri,
Farah
Benamara, and
Sven
Groppe,
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, in VLDB 2024 Workshop: The International Workshop on Data Management Opportunities in Unifying Large Language Models + Knowledge Graphs (LLM+KG), Guangzhou, China , 2024.
| Datei: |
Sven
Groppe,
Sarika
Jain, and
Bharat K.
Bhargava,
Semantic Intelligence, Sarika Jain and Sven Groppe and Bharat K. Bhargava, Eds. Springer Nature Singapore, 2024, pp. 25–32.
Semantic Intelligence, Sarika Jain and Sven Groppe and Bharat K. Bhargava, Eds. Springer Nature Singapore, 2024, pp. 25–32.
| DOI: | 10.1007/978-981-97-7356-5_3 |
| ISBN: | 9789819773565 |
| Datei: | 978-981-97-7356-5_3 |
| Bibtex: | @book{SemanticIntelligence2023,
title = {Semantic Intelligence},
editor = {Sarika Jain and Sven Groppe and Bharat K. Bhargava},
year = {2023},
publisher = {Springer Nature Singapore},
url = {https://doi.org/10.1007/978-981-19-7126-6}
} |
Martin
Vogrin,
Rok
Vogrin,
Sven
Groppe, and
Jinghua
Groppe,
Supervised Learning on Relational Databases with Quantum Graph Neural Networks, in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24), Guangzhou, China , 2024.
Supervised Learning on Relational Databases with Quantum Graph Neural Networks, in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24), Guangzhou, China , 2024.
| Datei: |
Martin
Vogrin,
Rok
Vogrin,
Sven
Groppe, and
Jinghua
Groppe,
Supervised Learning on Relational Databases with Quantum Graph Neural Networks, in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24), Guangzhou, China , 2024.
Supervised Learning on Relational Databases with Quantum Graph Neural Networks, in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24), Guangzhou, China , 2024.
| Datei: |
Sven
Groppe, and
Sarika
Jain,
The Way Forward with AI-Complete Problems, New Generation Computing , 2024.
The Way Forward with AI-Complete Problems, New Generation Computing , 2024.
| Datei: | s00354-024-00251-8 |
Jinghua
Groppe,
Sven
Groppe,
Daniel
Senf, and
Ralf
Möller,
There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection, Information , vol. 15, no. 4, 2024.
There Are Infinite Ways to Formulate Code: How to Mitigate the Resulting Problems for Better Software Vulnerability Detection, Information , vol. 15, no. 4, 2024.
| Datei: | info15040216 |
Morteza
Ezzabady,
Frédéric
Ieng,
Hanieh
Khorashadizadeh,
Farah
Benamara,
Sven
Groppe, and
Soror
Sahri,
Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models, in The 29th Annual International Conference on Natural Language \& Information Systems (NLDB 2024), Turin, Italy , 2024.
Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models, in The 29th Annual International Conference on Natural Language \& Information Systems (NLDB 2024), Turin, Italy , 2024.
| Datei: | 978-3-031-70239-6_31 |
Morteza
Ezzabady,
Frédéric
Ieng,
Hanieh
Khorashadizadeh,
Farah
Benamara,
Sven
Groppe, and
Soror
Sahri,
Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models, in The 29th Annual International Conference on Natural Language \& Information Systems (NLDB 2024), Turin, Italy , 2024.
Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models, in The 29th Annual International Conference on Natural Language \& Information Systems (NLDB 2024), Turin, Italy , 2024.
| Datei: | 978-3-031-70239-6_31 |
T.
Kar,
P.
Kanungo,
Sachi Nandan
Mohanty,
Sven
Groppe, and
Jinghua
Groppe,
Video Shot-boundary detection: Issues, challenges and solutions, Artificial Intelligence Review , vol. 57, no. 4, 2024.
Video Shot-boundary detection: Issues, challenges and solutions, Artificial Intelligence Review , vol. 57, no. 4, 2024.
| Datei: | s10462-024-10742-1 |
Valter
Uotila,
Sven
Groppe,
Le
Gruenwald,
Jiaheng
Lu, and
Wolfgang
Mauerer,
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
| Datei: |
Valter
Uotila,
Sven
Groppe,
Le
Gruenwald,
Jiaheng
Lu, and
Wolfgang
Mauerer,
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
Workshop Summary of the Second International Workshop on Quantum Data Science and Management (QDSM), in VLDB 2024 Workshop: The Second International Workshop on Quantum Data Science and Management (QDSM’24) , 2024.
| Datei: |
2023
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.
| Datei: | 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}
} |
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.
| Datei: | 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}
} |
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.
| Datei: | 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}
} |
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.
| Datei: | 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}
} |
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.
| Datei: | 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}.
| Datei: | 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.
| Datei: | |
| 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}
} |

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