Intelligent Analytics for Massive Data

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1. 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 …

2. 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 …

3. 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 …

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 …

5. 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 …

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. 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), …

8. 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.

9. 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, …

10. 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 …

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