Intelligent Analytics for Massive Data

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1. Klemens Budde; Teresa Dasch; Elsa Andrea Kirchner; Ursula Ohliger; MatthieuSchapranow; Thomas Schmidt; Anne Schwerk; Jack Thoms; Thomas Zahn; Karsten Hiltawsky

   Künstliche Intelligenz: Patienten im Fokus

   In: Deutsches Ärzteblatt, Vol. 49/2020, Deutsches Ärzteblatt, 12/2020.

2. 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 …

3. 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.

4. 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 …

5. 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 …

6. Ariane Ziehn

   Complex Event Processing for the Internet of Things

   In: International Conference on Very Large Data Bases. International Conference on Very Large Data Bases (VLDB-2020), PhD Workshop, located at VLDB, …

7. 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.

8. Julius Hülsmann; Jonas Traub; Volker Markl

   Demand-based sensor data gathering with multi-query optimization

   In: Proceedings of the VLDB Endowment (PVLDB), Vol. 13, No. 12, Pages 2801-2804, VLDB Endowment, 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 …

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 …

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