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Intelligente Analytik für Massendaten

Publikationen

Seite 1 von 7.

  1. Wang Yue; Rafael Moczalla; Manisha Luthra; Tilmann Rabl

    Deco: Fast and Accurate Decentralized Aggregation of Count-Based Windows in Large-Scale IoT Applications

    In: Proceedings 27th International Conference on Extending Database Technology ( EDBT 2024 ). International Conference on Extending Database …

  2. 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 …

  3. 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.

  4. Christian Mandel; Kathrin Stich; Serge Autexier; Christoph Lüth; Ariane Ziehn; Karin Hochbaum; Rolf Dembinski; Christoph Int-Veen

    Using Gated Recurrent Unit Networks for the Prediction of Hemodynamic and Pulmonary Decompensation

    In: Proceedings of the 44th. International Conference of the IEEE Engineering in Medicine and Biology Society. International Conference of the IEEE …

  5. 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 …

  6. 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.

  7. Roman Heinrich; Manisha Luthra; Harald Kornmayer; Carsten Binnig

    Zero-shot cost models for distributed stream processing

    In: Yongluan Zhou; Panos K. Chrysanthis; Vincenzo Gulisano; Eleni Tzirita Zacharatou (Hrsg.). 16th ACM International Conference on Distributed and …

  8. Pratyush Agnihotri; Boris Koldehofe; Carsten Binnig; Manisha Luthra

    PANDA: performance prediction for parallel and dynamic stream processing

    In: Yongluan Zhou; Panos K. Chrysanthis; Vincenzo Gulisano; Eleni Tzirita Zacharatou (Hrsg.). 16th ACM International Conference on Distributed and …

  9. 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 …

  10. 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.

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Intelligente Analytik für Massendaten
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