Intelligente Analytik für Massendaten

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1. 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.

2. 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.

3. Clemens Lutz; Sebastian Breß; Steffen Zeuch; Tilmann Rabl; Volker Markl

   Triton Join: Efficiently Scaling to a Large Join State on GPUs with Fast Interconnects

   In: SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2022), June 12-17, Philadelphia, PA, USA, Pages 1017-1032, ISBN 978-1-4503-9249-5, ACM, 2022.

4. Bonaventura Del Monte; Steffen Zeuch; Tilmann Rabl; Volker Markl

   Rethinking Stateful Stream Processing with RDMA

   In: SIGMOD '22: Proceedings of the 2022 International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2022), June 12-17, Philadelphia, PA, USA, Pages 1078-1092, ISBN 978-1-4503-9249-5, ACM, 2022.

5. 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 (SIGMOD-2021), Pages 2450-2463, ISBN 978-145038343-1, ACM, New York, NY, 2021.

6. Steffen Zeuch; Eleni Tzirita Zacharatou; Shuhao Zhang; Xenofon Chatziliadis; Ankit Chaudhary; Bonaventura Del Monte; Dimitris Giouroukis; Philipp Grulich; Ariane Ziehn; Volker Mark

   NebulaStream: Complex Analytics Beyond the Cloud

   In: Conference: VLIoT@VLDB '20: Proceedings of Intl. Workshop on Very Large Internet of Things. International Workshop on Very Large Internet of Things (VLIoT-2020), September 4, Pages 66-81, Open Journal of Internet of Things (OJIOT), Vol. 6, No. 1, RonPub UG, Lübeck, 1/2020.

7. 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 Conference on Management of Data (SIGMOD-2020), June 14-19, Portland, OR, USA, Pages 1633-1649, ISBN 978-1-4503-6735-6, The Association for Computing Machinery, 2020.

8. 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.

9. Dimitrios Giouroukis; Alexander Dadiani; Jonas Traub; Steffen Zeuch; Volker Markl

   A Survey of Adaptive Sampling and Filtering Algorithms for the Internet of Things

   In: DEBS'20: 14th ACM International Conference on Distributed and Event-Based Systems. ACM International Conference on Distributed and Event-Based Systems (DEBS-2020), ACM, 2020.

10. Philipp M Grulich; Sebastian Breß; Steffen Zeuch; Jonas Traub; Janis von Bleichert; Zongxiong Chen; Tilmann Rabl; Volker Markl

    Grizzly: Efficient Stream Processing Through Adaptive Query Compilation

    In: Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data (SIGMOD-2020), Pages 2487-2503, ACM, 2020.

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