Prof. Dr. rer. nat. habil. Sven Groppe
- außerplanmäßiger Professor -
Head of the Research Group "Quantum and Intelligent Computing (QIC)"
Ratzeburger Allee 160
23562 Lübeck
Gebäude 64, 2. OG,
Raum 65
| Email: | sven.groppe(at)uni-luebeck.de |
| Phone: | +49 451 3101 5706 |
Curriculum Vitae
| Since February 2007: | Member of the Institute of Information Systems (IFIS) |
| Since 17.06.2019: | Außerplanmäßiger Professor |
Research Interests
My research interests include the following areas and their combinations (none-exclusive list)
- Artificial Intelligence, Machine Learning and Data Science
- LLMs, Agentic Workflows, Mathematical Optimizations, Graph Neural Networks, Chatbots, Reasoning, Quantum Machine Learning
- Data Management
- Query Processing and Optimization, Indexing, Mapping, Compression, Replication, Caching, Transaction Handling
- Data Models
- Knowledge Graphs, Semantic Web, Property Graphs, Relational Data, XML
- Types of Data
- Big Data, Data Streams
- Emergent Hardware Technologies
- Many-Core CPU, GPU, FPGA, Quantum Computer
- Platforms
- Internet, Internet of Things, Cloud, Post-Cloud (Fog/Edge/Dew Computing), P2P, Mobile, Parallel and Main Memory Servers
- Advanced AI/ML Applications
- Citizen Science, Customer Communications, Pandemics like Covid-19, Software Vulnerability Prediction
- Sustainability
- Sustainable Computing/AI, Applications for Sustainability
Projects
Prof. Groppe receives grants for the following projects and serves as principle investigator or project coordinator:
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 my open thesis is available here.
Please see also my slides of the last bachelor/master forum (PDF).
Completed PhDs supervised by Prof. Dr. Sven Groppe
More Information
More information is available on my homepage.
Recent talks are listed on my keynote page.
Links to my pages at common literature search engines: DBLP, Google Scholar
Publications
2019
SBD'19: Fourth Edition of the International Workshop on Semantic Big Data, in Proceedings of the 2019 International Conference on Management of Data (SIGMOD) , ACM, 2019. pp. 2075--2076.
| ISBN: | 978-1-4503-5643-5 |
| File: | 3299869.3323670 |
2018
The First International Workshop on Web Data Processing and Reasoning (WDPAR 2018), {OJWT} , vol. 5, no. 1, pp. 1--5, 2018.
| File: | OJWT\_2018v5i1n01e\_WDRAR2018.html |
Webpage Ranking Analysis of Various Search Engines with Special Focus on Country-Specific Search, {OJWT} , vol. 5, no. 1, pp. 44--64, 2018. RonPub.
| File: | urn:nbn:de:101:1-2018093019303617104000 |
| Bibtex: | @Article{OJWT_2018v5i1n06_Babayigit,
author = {Sinan Babayigit and Sven Groppe},
title = {Webpage Ranking Analysis of Various Search Engines with Special Focus on Country-Specific Search},
journal = {Open Journal of Web Technologies (OJWT)},
year = {2018},
volume = {5},
number = {1},
pages = {44--64},
issn = {2199-188X},
note = {Special Issue: Proceedings of the International Workshop on Web Data Processing \& Reasoning (WDPAR 2018) in conjunction with the 41st German Conference on Artificial Intelligence (KI) in Berlin, Germany.},
url = {http://nbn-resolving.de/urn:nbn:de:101:1-2018093019303617104000},
urn = {urn:nbn:de:101:1-2018093019303617104000},
publisher = {RonPub},
bibsource = {RonPub},
abstract = {In order to attract many visitors to their own website, it is extremely important for website developers that their webpage is one of the best ranked webpages of search engines. As a rule, search engine operators do not disclose their exact ranking algorithm, so that website developers usually have only vague ideas about which measures have particularly positive influences on the webpage ranking. Conversely, we ask the question: "What are the properties of the best ranked webpages?" For this purpose, we perform a detailed analysis, in which we compare the properties of the best ranked webpages with the worse ranked webpages. Furthermore, we compare countryspecific differences.}
} |
Anonymous Shopping in the Internet by Separation of Data, {OJWT} , vol. 5, no. 1, pp. 14--22, 2018.
| File: | urn:nbn:de:101:1-2018093019301629565937 |
Proceedings of the International Workshop on Semantic Big Data, SBD@SIGMOD 2018, Houston, TX, USA., .... ACM, 2018.
| File: | citation.cfm |
Editorial of the Workshop on Very Large Internet of Things (VLIoT 2018), {OJIOT} , vol. 4, no. 1, pp. 1--6, 2018.
| File: | urn:nbn:de:101:1-2018080519324071729480 |
Hardware-Accelerated Index Construction for Semantic Web, in International Conference on Field-Programmable Technology ({FPT}), Naha, Okinawa, Japan , 2018. pp. 278--281.
| DOI: | 10.1109/FPT.2018.00053 |
| File: | FPT.2018.00053 |
| Bibtex: | @inproceedings{Blochwitz2018_15,
title = {Hardware-Accelerated Index Construction for Semantic Web},
author = {Christopher Blochwitz and Julian Wolff and Mladen Berekovic and Dennis Heinrich and Sven Groppe and Jan Moritz Joseph and Thilo Pionteck},
booktitle = {International Conference on Field-Programmable Technology ({FPT}),
Naha, Okinawa, Japan},
year = {2018},
url = {https://doi.org/10.1109/FPT.2018.00053}
} |
2017
First Edition of the Very Large Internet of Things Workshop (VLIoT), {OJIOT} , vol. 3, no. 1, pp. 12--17, 2017.
| File: | urn:nbn:de:101:1-2017080613397 |
Hardware-Accelerated Radix-Tree Based String Sorting for Big Data Applications, in 30th International Conference on Architecture of Computing Systems ({ARCS}), Vienna, Austria , 2017. pp. 47--58.
| DOI: | 10.1007/978-3-319-54999-6\_4 |
| File: | 978-3-319-54999-6\_4 |
Open-Source Knowledgemanagement Platform zur Unterstützung der Lehre in der Medizin, in Gemeinsame Jahrestagung der Gesellschaft für Medizinische Ausbildung (GMA) und des Arbeitskreises zur Weiterentwicklung der Lehre in der Zahnmedizin (AKWLZ), Münster, Germany , 2017.
| File: | 17gma232 |
Proceedings of The International Workshop on Semantic Big Data, SBD@SIGMOD 2017, Chicago, IL, USA., .... ACM, 2017.
| DOI: | 10.1145/3066911 |
| ISBN: | 978-1-4503-4987-1 |
| File: | 3066911 |
Purposeful Searching for Citations of Scholarly Publications, OJIS , vol. 4, no. 1, pp. 27--48, 2017.
| File: | urn:nbn:de:101:1-201711266882 |
Search \& Update Optimization of a B+ Tree in a Hardware aided Semantic Web Database System, in Proceedings of the 7th International Conference on Emerging Databases (EDB), Busan, Korea , Springer, 2017.
| File: | 978-981-10-6520-0_18 |
Semi-static operator graphs for accelerated query execution on FPGAs, Microprocessors and Microsystems - Embedded Hardware Design , vol. 53, pp. 178--189, 2017.
| DOI: | 10.1016/j.micpro.2017.07.010 |
| File: | j.micpro.2017.07.010 |
The mf-index: A Citation-Based Multiple Factor Index to Evaluate and Compare the Output of Scientists, OJWT , vol. 4, no. 1, pp. 1--32, 2017.
| File: | urn:nbn:de:101:1-2017070914565 |
2016
Runtime Adaptive Hybrid Query Engine based on FPGAs, OJDB , vol. 3, no. 1, pp. 21--41, 2016. RonPub.
| File: | urn:nbn:de:101:1-201705194645 |
| Bibtex: | @Article{OJDB_2016v3i1n02_Werner,
author = {Stefan Werner and Dennis Heinrich and Sven Groppe and Christopher Blochwitz and Thilo Pionteck},
title = {Runtime Adaptive Hybrid Query Engine based on FPGAs},
journal = {Open Journal of Databases (OJDB)},
issn = {2199-3459},
year = {2016},
volume = {3},
number = {1},
pages = {21--41},
url = {http://www.ronpub.com/publications/OJDB_2016v3i1n02_Werner.pdf},
publisher = {RonPub},
bibsource = {RonPub},
abstract = {This paper presents the fully integrated hardware-accelerated query engine for large-scale datasets in the context of Semantic Web databases. As queries are typically unknown at design time, a static approach is not feasible and not flexible to cover a wide range of queries at system runtime. Therefore, we introduce a runtime reconfigurable accelerator based on a Field Programmable Gate Array (FPGA), which transparently incorporates with the freely available Semantic Web database LUPOSDATE. At system runtime, the proposed approach dynamically generates an optimized hardware accelerator in terms of an FPGA configuration for each individual query and transparently retrieves the query result to be displayed to the user. During hardware-accelerated execution the host supplies triple data to the FPGA and retrieves the results from the FPGA via PCIe interface. The benefits and limitations are evaluated on large-scale synthetic datasets with up to 260 million triples as well as the widely known Billion Triples Challenge.}
} |
Proceedings of the International Workshop on Semantic Big Data, San Francisco, CA, USA., .... ACM, 2016.
| DOI: | 10.1145/2928294 |
| ISBN: | 978-1-4503-4299-5 |
| File: | 2928294 |
Constructing Large-Scale Semantic Web Indices for the Six {RDF} Collation Orders, OJBD , vol. 2, no. 1, pp. 11--25, 2016.
| File: | urn:nbn:de:101:1-201705194418 |
Accelerated join evaluation in Semantic Web databases by using FPGAs, Concurrency and Computation: Practice and Experience , vol. 28, no. 7, pp. 2031--2051, 2016.
| DOI: | 10.1002/cpe.3502 |
| File: | cpe.3502 |
| Bibtex: | @ARTICLE{Werner2015,
author = {Stefan Werner and Dennis Heinrich and Marc Stelzner and Volker Linnemann
and Thilo Pionteck and Sven Groppe},
title = {Accelerated join evaluation in Semantic Web databases by using FPGAs},
journal = {Concurrency and Computation: Practice and Experience},
year = {2015},
volume = {28},
number = {7},
pages = {2031--2051},
month = {May 18},
doi = {http://dx.doi.org/10.1002/cpe.3502}
} |
2015
Advances in Cloud and Ubiquitous Computing, OJCC , vol. 2, no. 2, pp. 1--3, 2015.
| File: | urn:nbn:de:101:1-201704229173 |
An architectural template for composing application specific datapaths at runtime, in International Conference on ReConFigurable Computing and FPGAs (ReConFig), Riviera Maya, Mexico , 2015. pp. 1--6.
| DOI: | 10.1109/ReConFig.2015.7393300 |
| File: | ReConFig.2015.7393300 |
An optimized radix-tree for hardware-accelerated dictionary generation for semantic web databases, in International Conference on ReConFigurable Computing and FPGAs (ReConFig), Riviera Maya, Mexico , 2015. pp. 1--7.
| DOI: | 10.1109/ReConFig.2015.7393291 |
| File: | ReConFig.2015.7393291 |
Automated composition and execution of hardware-accelerated operator graphs, in 10th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), Bremen, Germany , 2015. pp. 1--8.
| DOI: | 10.1109/ReCoSoC.2015.7238078 |
| File: | ReCoSoC.2015.7238078 |
Distributed Join Approaches for W3C-Conform {SPARQL} Endpoints, OJSW , vol. 2, no. 1, pp. 30--52, 2015.
| File: | urn:nbn:de:101:1-201705194910 |
Hybrid FPGA approach for a B+ tree in a Semantic Web database system, in 10th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC), Bremen, Germany , 2015. pp. 1--8.
| DOI: | 10.1109/ReCoSoC.2015.7238093 |
| File: | ReCoSoC.2015.7238093 |
PatTrieSort - External String Sorting based on Patricia Tries, OJDB , vol. 2, no. 1, pp. 36--50, 2015.
| File: | urn:nbn:de:101:1-201705194627 |
Semantic and Web: The Semantic Part, OJSW , vol. 2, no. 1, pp. 1--3, 2015.
| File: | urn:nbn:de:101:1-201705194864 |
Semantic and Web: The Web Part, OJWT , vol. 2, no. 1, pp. 1--3, 2015.
| File: | urn:nbn:de:101:1-201705194864 |
2014
P-LUPOSDATE: Using Precomputed Bloom Filters to Speed Up SPARQL Processing in the Cloud, OJSW , vol. 1, no. 2, pp. 25--55, 2014.
| File: | urn:nbn:de:101:1-201705194858 |
Parallel and Pipelined Filter Operator for Hardware-Accelerated Operator Graphs in Semantic Web Databases, in 14th IEEE International Conference on Computer and Information Technology (CIT), Xi'an, China , 2014. pp. 539--546.
| DOI: | 10.1109/CIT.2014.162 |
| File: | CIT.2014.162 |
Identifying homogenous reconfigurable regions in heterogeneous FPGAs for module relocation, in International Conference on ReConFigurable Computing and FPGAs (ReConFig), Cancun, Mexico , 2014. pp. 1--6.
| DOI: | 10.1109/ReConFig.2014.7032533 |
| File: | ReConFig.2014.7032533 |
Getting Indexed by Bibliographic Databases in the Area of Computer Science, OJWT , vol. 1, no. 2, pp. 10--27, 2014. RonPub.
| File: | urn:nbn:de:101:1-201705291343 |
| Bibtex: | @Article{OJWT_2014v1i2n02_Kusserow,
title = {Getting Indexed by Bibliographic Databases in the Area of Computer Science},
author = {Arne Kusserow and Sven Groppe},
journal = {Open Journal of Web Technologies (OJWT)},
issn = {2199 -188X},
year = {2014},
volume = {1},
number = {2},
pages = {10--27},
url = {http://www.ronpub.com/publications/OJWT_2014v1i2n02_Kusserow.pdf},
publisher = {RonPub},
bibsource = {RonPub}
} |
A Self-Optimizing Cloud Computing System for Distributed Storage and Processing of Semantic Web Data, OJCC , vol. 1, no. 2, pp. 1--14, 2014.
| File: | urn:nbn:de:101:1-201705194478 |
2013
A P2P Semantic Query Framework for the Internet of Things, Praxis der Informationsverarbeitung und Kommunikation , vol. 36, no. 2, pp. 73--79, 2013.
| DOI: | 10.1515/pik-2013-0006 |
| File: | pik-2013-0006 |
Eliminating the XML overhead in embedded XML languages, in Proceedings of the 28th Annual ACM Symposium on Applied Computing ({SAC}), Coimbra, Portugal , 2013. pp. 542--547.
| DOI: | 10.1145/2480362.2480466 |
| File: | 2480362.2480466 |
Hardware-accelerated join processing in large Semantic Web databases with FPGAs, in International Conference on High Performance Computing \& Simulation (HPCS), Helsinki, Finland , 2013. pp. 131--138.
| DOI: | 10.1109/HPCSim.2013.6641403 |
| File: | HPCSim.2013.6641403 |
Semantic Models for Scalable Search in the Internet of Things, J. Sensor and Actuator Networks , vol. 2, no. 2, pp. 172--195, 2013.
| DOI: | 10.3390/jsan2020172 |
| File: | jsan2020172 |
2011
Transforming XSLT stylesheets into XQuery expressions and vice versa, Computer Languages, Systems \& Structures , vol. 37, no. 2, pp. 76--111, 2011.
| DOI: | 10.1016/j.cl.2010.11.001 |
| File: | j.cl.2010.11.001 |
Visual query system for analyzing social semantic web, in Proceedings of the 20th International Conference on World Wide Web (WWW), Hyderabad, India , 2011. pp. 217--220.
| DOI: | 10.1145/1963192.1963293 |
| File: | 1963192.1963293 |
Using a Streaming SPARQL Evaluator for Monitoring eBay Auctions, IJWA , vol. 3, no. 4, pp. 166--178, 2011.
| File: |
Parallelizing join computations of {SPARQL} queries for large semantic web databases, in Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan , 2011. pp. 1681--1686.
| DOI: | 10.1145/1982185.1982536 |
| File: | 1982185.1982536 |
Monitoring eBay auctions by querying RDF streams, in Sixth IEEE International Conference on Digital Information Management (ICDIM), Melbourne, Australia , 2011. pp. 223--228.
| DOI: | 10.1109/ICDIM.2011.6093358 |
| File: | ICDIM.2011.6093358 |
Data Management and Query Processing in Semantic Web Databases., .... Springer, 2011.
| DOI: | 10.1007/978-3-642-19357-6 |
| ISBN: | 978-3-642-19356-9 |
| File: | 978-3-642-19357-6 |
Consistent Service Migration in Wireless Sensor Networks, in Proceedings of the International Conference on Wireless and Optical Communications (ICWOC), Zhengzhou, China , 2011.
Analysis and comparison of concurrency control protocols for wireless sensor networks, in 7th IEEE International Conference and Workshops on Distributed Computing in Sensor Systems (DCOSS), Barcelona, Spain , 2011. pp. 1--6.
| DOI: | 10.1109/DCOSS.2011.5982219 |
| File: | DCOSS.2011.5982219 |
Adaptive Service Migration in Wireless Sensor Networks, in 12th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), Gwangju, Korea , 2011. pp. 334--341.
| DOI: | 10.1109/PDCAT.2011.15 |
| File: | PDCAT.2011.15 |
Accelerating Large Semantic Web Databases by Parallel Join Computations of SPARQL Queries, SIGAPP Appl. Comput. Rev. , vol. 11, no. 4, pp. 60--70, 2011.
| File: | 2107756.2107762 |
2010
Analysis and Comparison of Atomic Commit Protocols for Adaptive Usage in Wireless Sensor Networks, in IEEE International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (SUTC) and IEEE International Workshop on Ubiquitous and Mobile Computing (UMC), Newport Beach, California, USA , 2010. pp. 138--145.
| DOI: | 10.1109/SUTC.2010.12 |
| File: | SUTC.2010.12 |
DACS: A dynamic approximative caching scheme for Wireless Sensor Networks, in Fifth IEEE International Conference on Digital Information Management (ICDIM), Lakehead University, Thunder Bay, Canada , 2010. pp. 339--346.
| DOI: | 10.1109/ICDIM.2010.5664208 |
| File: | ICDIM.2010.5664208 |
Efficient XML data and query integration in the wireless sensor network engineering process, IJWIS , vol. 6, no. 4, pp. 319--358, 2010.
| DOI: | 10.1108/17440081011090248 |
| File: | 17440081011090248 |

- Team
- Umut Çalıkyılmaz
- Timon Dohnke
- Rebecca von Engelhardt
- Björn Filter
- Nils Fußgänger
- Jinghua Groppe
- Sven Groppe
- Tobias Groth
- Mattis Hartwig
- Nils Wendel Heinrich
- Akasha Kessel
- Hanieh Khorashadizadeh
- Malte Luttermann
- Jörg-Uwe Meyer
- Jeannette Mödlhammer
- Nitin Nayak
- Simon Paasche
- Michael Preisig
- Nele Rußwinkel
- Simon Schiff
- Tim Schulz
- Thomas Sievers
- Tobias Winker
- Alumni
