Publikationen

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Ahmet Kerem Aksoy; Pavel Dushev; Eleni Tzirita Zacharatou; Holmer Hemsen; Marcela Charfuelan Oliva; Jorge Arnulfo Quiane Ruiz; Begüm Demir; Volker Markl
Satellite Image Search in AgoraEO
In: Fatma Ozcan; Juliana Freire; Xuemin Li (Hrsg.). Proceedings of the 48th International Conference on Very Large Databases. International Conference …
Steffen Zeuch; Xenofon Chatziliadis; Ankit Chaudhary; Ariane Ziehn; Dimitrios Giouroukis; Philipp M. Grulich; Dwi Prasetyo Adi Nugroho; Volker Mark
NebulaStream: Data Management for the Internet of Things
In: Datenbank-Spektrum (Spektrum), Vol. 22 (2), Pages 131-141, Springer, 5/2022.
Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Zoi Kaoudi; Tilmann Rabl; Volker Markl
Materialization and Reuse Optimizations for Production Data Science Pipelines
In: SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data …
Ariane Ziehn; Christian Mandel; Kathrin Stich; Rolf Dembinski; Karin Hochbaum; Zeuch Steffen; Volker Markl
IoT-PMA: Patient Health Monitoring in Medical IoT Ecosystems
In: Open Journal of Internet of Things (OJIOT), Vol. 8, No. 1, Pages 20-31, OJIOT, RonPub UG, Lübeck, 2022.
Sebastian Baunsgaard; Matthias Boehm; Ankit Chaudhary; Behrouz Derakhshan; Stefan Geißelsöder; Philipp M. Grulich; Michael Hildebrand; Kevin Innerebner; Volker Markl; Claus Neubauer; Sarah Osterburg; Olga Ovcharenko; Sergey Redyuk; Tobias Rieger; Alireza Rezaei Mahdiraji; Sebastian Benjamin Wrede; Steffen Zeuch
ExDRa: Exploratory Data Science on Federated Raw Data.
In: SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data …
Ioannis Prapas; Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Volker Markl
Continuous Training and Deployment of Deep Learning Models
In: Datenbank-Spektrum (Spektrum), Vol. 21, No. 3, Pages 203-212, Springer, 2021.
Christos Kotselidis; Sotiris Diamantopoulos; Orestis Akrivopoulos; Viktor Rosenfeld; Katerina DOka; Hazeef Mohammed; Georgios Mylonas; Vassilis Spitadakis; Will Morgan; Juan Fumero; Foivos S. Zakkak; Michail Papadimitriou; Maria Xekalaki; Nikos Foutris; Athanasios Stratikopoulos; Nectarios Koziris; Ioannis Konstantinou; Ioannis Mytilinis; Constatinos Bitsakos; Christos Tsalidis; Christos Tselios; Nikolaos Kanakis; Clemens Lutz; Sebastian Breß; Volker Markl
Efficient Compilation and Execution of JVM-Based Data Processing Frameworks on Heterogeneous Co-Processors
In: Design, Automation & Test in Europe. Design, Automation & Test in Europe (DATE-2020), March 9-13, Grenoble, France, IEEE, 2020.
Clemens Lutz; Sebastian Breß; Steffen Zeuch; Tilmann Rabl; Volker Markl
Pump Up the Volume: Processing Large Data on GPUs with Fast Interconnects
In: David Maier; Rachel Pottinger (Hrsg.). Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. ACM SIGMOD International …
Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Ziawasch Abedjan; Tilmann Rabl; Volker Markl
Optimizing Machine Learning Workloads in Collaborative Environments
In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data …
Steffen Zeuch; Ankit Chaudhary; Bonaventura Del Monte; Haralampos Gavriilidis; Dimitrios Giouroukis; Philipp M Grulich; Sebastian Breß; Jonas Traub; Volker Markl
The NebulaStream Platform: Data and Application Management for the Internet of Things
In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1910.07867, Pages 1-11, arXiv, 2020.