Intelligente Analytik für Massendaten

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1. 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.

2. 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.

3. 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.

4. 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.

5. Ahmed Awad; Jonas Traub; Sherif Sakr

   Adaptive Watermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams

   In: 21st International Conference on Extending Database Technology (EDBT). International Conference on Extending Database Technology (EDBT-2018), 21st, March 26-29, Vienna, Austria, OpenProceedings, 2019.

6. Dimitrios Giouroukis; Julius Hülsmann; Janis von Bleichert; Morgan Geldenhuys; Tim Stullich; Felipe Oliveira Gutierrez; Jonas Traub; Kaustubh Beedkar; Volker Markl

   Resense: Transparent Record and Replay of Sensor Data in the Internet of Things

   In: 21st International Conference on Extending Database Technology (EDBT). International Conference on Extending Database Technology (EDBT-2018), 21st, March 26-29, Vienna, Austria, OpenProceedings, 2019.

7. Steffen Zeuch; Bonaventura Del Monte; Jeyhun Karimov; Clemens Lutz; Manuel Renz; Jonas Traub; Sebastian Breß; Tilmann Rabl; Volker Markl

   Analyzing Efficient Stream Processing on Modern Hardware

   In: Proceedings of the VLDB Endowment (PVLDB), Vol. 12, No. 5, Pages 516-530, VLDB Endowment, 2019.

8. Jonas Traub; Philipp Grulich; Alejandro Rodríguez Cuéllar; Sebastian Breß; Asterios Katsifodimos; Tilmann Rabl; Volker Markl

   Efficient Window Aggregation with General Stream Slicing

   In: 22th International Conference on Extending Database Technology (EDBT). International Conference on Extending Database Technology (EDBT-2019), 22th, March 26-29, Lisbon, Portugal, OpenProceedings, 2019.

9. Philipp Grulich; Jonas Traub; Asterios Katsifodimos; Tilmann Rabl; Sebastian Breß; Volker Markl

   Generating Reproducible Out-of-Order Data Streams

   In: Proceedings of the 13th ACM International Conference on Distributed and Event-based Systems. ACM International Conference on Distributed and Event-Based Systems (DEBS-2019), June 24-28, Darmstadt, Germany, Pages 256-257, ISBN 978-1-4503-6794-3/19/06, ACM, 2019.

10. Jonas Traub; Jorge Arnulfo Quiane Ruiz; Zoi Kaoudi; Volker Markl

    Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1909.03026, Page 3026, arXiv, 2019.

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