Intelligent Analytics for Massive Data

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1. 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.

2. 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 …

3. 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 …

4. Tilmann Rabl Jeyhun Karimov; Tilmann Rabl; Volker Markl

   AStream: Ad-hoc Shared Stream Processing

   In: SIGMOD '19: Proceedings of the 2019 International Conference on Management of Data. ACM SIGMOD International Conference on Management of Data …

5. Melissa Gehring; Marcela Charfuelan Oliva; Volker Markl

   A Comparison of Distributed Stream Processing Systems forTime Series Analysis

   In: 18th Symposium of Database systems for Business, Technology and Web. GI-Fachtagungen (BTW-2019), Student program, located at 18th, March 4-8, …

6. Adrian Bartnik; Bonaventura Del Monte; Tilmann Rabl; Volker Markl

   On-the-fly Reconfiguration of Query Plans for Stateful Stream Processing Engines

   In: Datenbanksysteme für Business, Technologie und Web (BTW 2019). GI-Fachtagungen (BTW), Fachtagung für Datenbanksysteme für Business, Technologie …

7. 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), …

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), …

9. 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.

10. Behrouz Derakhshan; Alireza Rezaei Mahdiraji; Tilmann Rabl; Volker Markl

    Continuous Deployment of Machine Learning Pipelines

    In: International Conference on Extending Database Technology. International Conference on Extending Database Technology (EDBT-2019), March 25-29, …

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