Publications

Database Systems and Information Management

2023

Lepping, Aljoscha; Pham, Hoang Mi; Mons, Laura; Rueb, Balint; Grulich, Philipp M.; Chaudhary, Ankit; Zeuch, Steffen; Markl, Volker
Showcasing Data Management Challenges for Future IoT Applications with NebulaStream
Proc. VLDB Endow., 16 (12) :3930–3933
August 2023
Publisher: VLDB Endowment
ISSN: 2150-8097

DOI: 10.14778/3611540.3611588
File: https://doi.org/10.14778/3611540.3611588

Gavriilidis, Haralampos; Rose, Leonhard; Ziegler, Joel; Beedkar, Kaustubh; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes
Proc. VLDB Endow., 16 (12) :4078–4081
August 2023
Publisher: VLDB Endowment
ISSN: 2150-8097

DOI: 10.14778/3611540.3611625
File: https://doi.org/10.14778/3611540.3611625

Maliszewski, Kajetan; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
Cracking-Like Join for Trusted Execution Environments
Proc. VLDB Endow., 16 (9) :2330–2343
May 2023
Publisher: VLDB Endowment
ISSN: 2150-8097

DOI: 10.14778/3598581.3598602
File: https://doi.org/10.14778/3598581.3598602

Breß, Sebastian; Markl, Volker; Rosenfeld, Viktor
Query Processing on Heterogeneous CPU/GPU Systems
ACM Comput. Surv.
2023

DOI: https://doi.org/10.1145/3485126
File: https://dl.acm.org/doi/fullHtml/10.1145/3485126

Burrell, David; Chatziliadis, Xenofon; Zacharatou, Eleni Tzirita; Zeuch, Steffen; Markl, Volker
Workload Prediction for IoT Data Management Systems
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, ProceedingsVolumeP-331fromLNI, Page 943–950
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor
Publisher: Gesellschaft für Informatik e.V.
2023

DOI: 10.18420/BTW2023-64
File: https://doi.org/10.18420/BTW2023-64

Grulich, Philipp M.; Zeuch, Steffen; Markl, Volker
Towards Efficient and Secure UDF Execution with BabelfishLib (Lightning Talk)
In 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 Jiménez-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 Za"it and Kai Zeng, Editor, Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28 - September 1, 2023Volume3462fromCEUR Workshop Proceedings
In 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 Jiménez-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 Za"it and Kai Zeng, Editor
Publisher: CEUR-WS.org
2023

File: https://ceur-ws.org/Vol-3462/CDMS17.pdf

Behme, Lennart; Thirumuruganathan, Saravanan; Mahdiraji, Alireza Rezaei; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines
39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, Page 936–949
Publisher: IEEE
2023

DOI: 10.1109/ICDE55515.2023.00077
File: https://doi.org/10.1109/ICDE55515.2023.00077

Maliszewski, Kajetan Jeremi; Dietzel, Tilman; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
TeeBench: Seamless Benchmarking in Trusted Execution Environments
In Sudipto Das and Ippokratis Pandis and K. Selçuk Candan and Sihem Amer-Yahia, Editor, Companion of the 2023 International Conference on Management of Data, SIGMOD/PODS 2023, Seattle, WA, USA, June 18-23, 2023, Page 163–166
In Sudipto Das and Ippokratis Pandis and K. Selçuk Candan and Sihem Amer-Yahia, Editor
Publisher: ACM
2023

DOI: 10.1145/3555041.3589726
File: https://doi.org/10.1145/3555041.3589726

Verwiebe, Juliane; Grulich, Philipp M.; Traub, Jonas; Markl, Volker
Survey of window types for aggregation in stream processing systems
VLDB J., 32 (5) :985–1011
2023

DOI: 10.1007/S00778-022-00778-6
File: https://doi.org/10.1007/s00778-022-00778-6

Gavriilidis, Haralampos; Henze, Felix; Zacharatou, Eleni Tzirita; Markl, Volker
SheetReader: Efficient Specialized Spreadsheet Parsing
Inf. Syst., 115 :102183
2023

DOI: 10.1016/J.IS.2023.102183
File: https://doi.org/10.1016/j.is.2023.102183

Tuia, Devis; Schindler, Konrad; Demir, Begüm; Camps-Valls, Gustau; Zhu, Xiao Xiang; Kochupillai, Mrinalini; Džeroski, Sašo; Rijn, Jan N.; Hoos, Holger H.; Frate, Fabio Del; Datcu, Mihai; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker; Saux, Bertrand Le; Schneider, Rochelle
Artificial intelligence to advance Earth observation: a perspective
CoRR, abs/2305.08413
2023

DOI: 10.48550/ARXIV.2305.08413
File: https://doi.org/10.48550/arXiv.2305.08413

Kiefer, Martin; Poulakis, Ilias; Zacharatou, Eleni Tzirita; Markl, Volker
Optimistic Data Parallelism for FPGA-Accelerated Sketching
Proc. VLDB Endow., 16 (5) :1113–1125
January 2023
Publisher: VLDB Endowment
ISSN: 2150-8097

DOI: 10.14778/3579075.3579085
File: https://doi.org/10.14778/3579075.3579085

Mao, Yancan; Zhao, Jianjun; Yang, Zhonghao; Zhang, Shuhao; Liu, Haikun; Markl, Volker
MorphStream: Scalable Processing of Transactions over Streams on Multicores
CoRR, abs/2307.12749
2023

DOI: 10.48550/ARXIV.2307.12749
File: https://doi.org/10.48550/arXiv.2307.12749

Behr, Henriette; Markl, Volker; Kaoudi, Zoi
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor, Datenbanksysteme für Business, Technologie und Web (BTW 2023), 20. Fachtagung des GI-Fachbereichs ,,Datenbanken und Informationssysteme" (DBIS), 06.-10, März 2023, Dresden, Germany, ProceedingsVolumeP-331fromLNI, Page 535–554
In Birgitta König-Ries and Stefanie Scherzinger and Wolfgang Lehner and Gottfried Vossen, Editor
Publisher: Gesellschaft für Informatik e.V.
2023

DOI: 10.18420/BTW2023-25
File: https://doi.org/10.18420/BTW2023-25

Chaudhary, Ankit; Zeuch, Steffen; Markl, Volker; Karimov, Jeyhun
Incremental Stream Query Merging
In Julia Stoyanovich and Jens Teubner and Nikos Mamoulis and Evaggelia Pitoura and Jan Mühlig and Katja Hose and Sourav S. Bhowmick and Matteo Lissandrini, Editor, Proceedings 26th International Conference on Extending Database Technology, EDBT 2023, Ioannina, Greece, March 28-31, 2023, Page 604–617
In Julia Stoyanovich and Jens Teubner and Nikos Mamoulis and Evaggelia Pitoura and Jan Mühlig and Katja Hose and Sourav S. Bhowmick and Matteo Lissandrini, Editor
Publisher: OpenProceedings.org
2023

DOI: 10.48786/EDBT.2023.51
File: https://doi.org/10.48786/edbt.2023.51

Gavriilidis, Haralampos; Beedkar, Kaustubh; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
In-Situ Cross-Database Query Processing
39th IEEE International Conference on Data Engineering, ICDE 2023, Anaheim, CA, USA, April 3-7, 2023, Page 2794–2807
Publisher: IEEE
2023

DOI: 10.1109/ICDE55515.2023.00214
File: https://doi.org/10.1109/ICDE55515.2023.00214

Renz-Wieland, Alexander; Kieslinger, Andreas; Gericke, Robert; Gemulla, Rainer; Kaoudi, Zoi; Markl, Volker
Good Intentions: Adaptive Parameter Management via Intent Signaling
In Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos, Editor, Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, Page 2156–2166
In Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos, Editor
Publisher: ACM
2023

DOI: 10.1145/3583780.3614895
File: https://doi.org/10.1145/3583780.3614895

Schubert, Nils L.; Grulich, Philipp M.; Zeuch, Steffen; Markl, Volker
Exploiting Access Pattern Characteristics for Join Reordering
In Norman May and Nesime Tatbul, Editor, Proceedings of the 19th International Workshop on Data Management on New Hardware, DaMoN 2023, Seattle, WA, USA, June 18-23, 2023, Page 10–18
In Norman May and Nesime Tatbul, Editor
Publisher: ACM
2023

DOI: 10.1145/3592980.3595304
File: https://doi.org/10.1145/3592980.3595304

Pandey, Varun; Renen, Alexander; Zacharatou, Eleni Tzirita; Kipf, Andreas; Sabek, Ibrahim; Ding, Jialin; Markl, Volker; Kemper, Alfons
Enhancing In-Memory Spatial Indexing with Learned Search
CoRR, abs/2309.06354
2023

DOI: 10.48550/ARXIV.2309.06354
File: https://doi.org/10.48550/arXiv.2309.06354

Vu, Anh Duc; Tsigkanos, Christos; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker; Kehrer, Timo
On Irregularity Localization for Scientific Data Analysis Workflows
In Jir'i Mikyska and Clélia de Mulatier and Maciej Paszynski and Valeria V. Krzhizhanovskaya and Jack J. Dongarra and Peter M. A. Sloot, Editor, Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part IVolume14073fromLecture Notes in Computer Science, Page 336–351
In Jir'i Mikyska and Clélia de Mulatier and Maciej Paszynski and Valeria V. Krzhizhanovskaya and Jack J. Dongarra and Peter M. A. Sloot, Editor
Publisher: Springer
2023

DOI: 10.1007/978-3-031-35995-8_24
File: https://doi.org/10.1007/978-3-031-35995-8_24

2022

Papadias, Serafeim; Kaoudi, Zoi; Quiané-Ruiz, Jorge-Arnulfo; Markl, Volker
Space-Efficient Random Walks on Streaming Graphs
CoRR, abs/2209.06063
2022

DOI: 10.48550/arXiv.2209.06063
File: https://doi.org/10.48550/arXiv.2209.06063

Derakhshan, Behrouz; Mahdiraji, Alireza Rezaei; Kaoudi, Zoi; Rabl, Tilmann; Markl, Volker
Materialization and Reuse Optimizations for Production Data Science Pipelines
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 1962–1976
Publisher: ACM
2022

DOI: 10.1145/3514221.3526186
File: https://doi.org/10.1145/3514221.3526186

Renz-Wieland, Alexander; Gemulla, Rainer; Kaoudi, Zoi; Markl, Volker
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 481–495
Publisher: ACM
2022

DOI: 10.1145/3514221.3517860
File: https://doi.org/10.1145/3514221.3517860

Monte, Bonaventura Del; Zeuch, Steffen; Rabl, Tilmann; Markl, Volker
Rethinking Stateful Stream Processing with RDMA
SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12 - 17, 2022, Page 1078–1092
Publisher: ACM
2022

DOI: 10.1145/3514221.3517826
File: https://doi.org/10.1145/3514221.3517826

Aksoy, Ahmet Kerem; Dushev, Pavel; Zacharatou, Eleni Tzirita; Hemsen, Holmer; Charfuelan, Marcela; Quiané-Ruiz, Jorge-Arnulfo; Demir, Begüm; Markl, Volker
Satellite Image Search in AgoraEO
CoRR, abs/2208.10830
2022

DOI: 10.48550/arXiv.2208.10830
File: https://doi.org/10.48550/arXiv.2208.10830

Download as BibTeX