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
- Akasha Kessel
- Hanieh Khorashadizadeh
- Nitin Nayak
- Simon Paasche, external PhD student (funded by Robert Bosch Elektronik GmbH, Salzgitter)
- Tobias Winker
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
2024
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 |
File: | 978-3-031-55486-5 |
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.
File: | bdcc8070071 |
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.
File: | s10462-024-10742-1 |
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.
File: | info15040216 |
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.
File: | s00354-024-00251-8 |
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, arXiv preprint , vol. arXiv:2406.08223, 2024.
Research Trends for the Interplay between Large Language Models and Knowledge Graphs, arXiv preprint , vol. arXiv:2406.08223, 2024.
File: | arxiv.2406.08223 |
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.
File: | 3663741.3664785 |
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.
File: | s13222-024-00468-3 |
Maja
Franz,
Tobias
Winker,
Sven
Groppe, and
Wolfgang
Mauerer,
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation, arXiv , vol. 2405.07770, 2024.
Hype or Heuristic? Quantum Reinforcement Learning for Join Order Optimisation, arXiv , vol. 2405.07770, 2024.
File: | arXiv.2405.07770 |
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 |
File: | SSW230026 |
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.
File: | 978-3-031-55486-5_16 |
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.
File: | 3643603.3643607 |
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 |
Jinghua
Groppe,
Sven
Groppe, and
Ralf
Möller,
Variables are a Curse in Software Vulnerability Prediction, in The 34th International Conference on Database and Expert Systems Applications (DEXA), Panang, Malaysia , 2023.
Variables are a Curse in Software Vulnerability Prediction, in The 34th International Conference on Database and Expert Systems Applications (DEXA), Panang, Malaysia , 2023.
File: | 978-3-031-39847-6_41 |
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.
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} } |
Sven
Groppe,
Le
Gruenwald, and
Ching-Hsien
Hsu,
Third International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), in Companion of the 2023 International Conference on Management of Data (SIGMOD), Seattle, WA, USA , 2023.
Third International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), in Companion of the 2023 International Conference on Management of Data (SIGMOD), Seattle, WA, USA , 2023.
File: | 3555041.3590821 |
Sarika
Jain,
Sven
Groppe, and
Bharat K.
Bhargava,
Semantic Intelligence., .... Springer Nature Singapore, 2023.
Semantic Intelligence., .... Springer Nature Singapore, 2023.
File: | 978-981-19-7126-6 |
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} } |
Sven Groppe,
Renewal of the Major Fields of New-Generation Computing, New Gener. Comput. , pp. 1 - 2, 2023.
Renewal of the Major Fields of New-Generation Computing, New Gener. Comput. , pp. 1 - 2, 2023.
File: | s00354-023-00206-5 |
Tobias
Winker,
Sven
Groppe,
Valter
Uotila,
Zhengtong
Yan,
Jiaheng
Lu,
Maja
Franz, and
Wolfgang
Mauerer,
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research, in Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD) , 2023.
Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research, in Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD) , 2023.
File: | 3555041.3589404 |
Bibtex: | @inproceedings{SIGMOD23Tutorial, author = {Tobias Winker and Sven Groppe and Valter Uotila and Zhengtong Yan and Jiaheng Lu and Maja Franz and Wolfgang Mauerer}, title = {Quantum Machine Learning: Foundation, New Techniques, and Opportunities for Database Research}, booktitle = {Proceedings of ACM SIGMOD/PODS International Conference on Management of Data (SIGMOD)}, location = {Seattle metropolitan area, Washington, USA}, year = {2023}, pages = {}, url = {https://doi.org/10.1145/3555041.3589404} } |
Tobias
Winker,
Umut
Çalıkyılmaz,
Le
Gruenwald, and
Sven
Groppe,
Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA , 2023.
Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits, in Proceedings of the International Workshop on Big Data in Emergent Distributed Environments (BiDEDE), Seattle, WA, USA , 2023.
File: | 3579142.3594299 |
Bibtex: | @inproceedings{Winker2023QML_JOO, title = {Quantum Machine Learning for Join Order Optimization using Variational Quantum Circuits}, author = {Tobias Winker and Umut Çalıkyılmaz and Le Gruenwald 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/10.1145/3579142.3594299} } |
Sven
Groppe,
Le
Gruenwald, and
Ching{-}Hsien
Hsu,
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, BiDEDE 2023, Seattle, WA, USA., .... ACM, 2023.
Proceedings of the International Workshop on Big Data in Emergent Distributed Environments, BiDEDE 2023, Seattle, WA, USA., .... ACM, 2023.
File: | 3579142 |
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: | QDSM1.pdf |
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} } |
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} } |
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} } |
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} } |
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} } |
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} } |
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} } |
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: | QDSM5.pdf |
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} } |
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} } |
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 |
2022
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} } |
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 |
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 |
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 |
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} } |
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 |
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 |
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} } |
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} } |
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 |
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} } |
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 |
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}} } |
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 |
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 |
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 |
- Research
- Groups
- Human-Aware AI
- Human-Robot Interaction with the Pepper Robot
- Quantum and Intelligent Computing
- Former Research Groups
- Projects
- Completed Projects
- Groups