Intelligent Analytics for Massive Data

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1. Jonas Traub; Julius Hülsmann; Sebastian Breß; Tilmann Rabl; Volker Markl

   SENSE: Scalable Data Acquisition from Distributed Sensors with Guaranteed Time Coherence

   In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1912.04648, Page 4648, arXiv, 2019.

2. Jonas Traub

   Demand-based data stream gathering, processing, and transmission

   PhD-Thesis, Technische Universität Berlin, 2019.

3. Tobias Behrens; Viktor Rosenfeld; Jonas Traub; Sebastian Breß; Volker Markl

   Efficient SIMD Vectorization for Hashing in OpenCL

   In: Michael Böhlen; Reinhard Pichler; Norman May; Erhard Rahm; Shan-Hung Wu; Katja Hose (Hrsg.). Advances in Database Technology — EDBT 2018. …

4. Philipp Grulich; René Saitenmacher; Jonas Traub; Sebastian Breß; Tilmann Rabl; Volker Markl

   Scalable Detection of Concept Drifts on Data Streams with Parallel Adaptive Windowing

   In: Advances in Database Technology; EDBT 2018. International Conference on Extending Database Technology (EDBT-2018), 21th, March 26-29, Vienna, …

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

   Scotty: Efficient Window Aggregation for out-of-order Stream Processing

   In: Proceedings of the 34th IEEE International Conference on Data Engineering. IEEE International Conference on Data Engineering (ICDE-2018), April …

6. Jonas Traub; Sebastian Breß; Tilmann Rabl; Asterios Katsifodimos; Volker Markl

   Optimized On-Demand Data Streaming from Sensor Nodes

   In: ACM Symposium on Cloud Computing 2017. ACM Symposium on Cloud Computing (SoCC-17), September 25-27, Santa Clara, CA, USA, ACM, 2017.

7. Jonas Traub; Nikolaas Steenbergen; Philipp Grulich; Tilmann Rabl; Volker Markl

   I2: Interactive Real-Time Visualization for Streaming Data

   In: Advances in Database Technology - EDBT 2017, 20th International Conference on Extending Database Technology - Proceedings. International …

8. Paris Carbone; Jonas Traub; Asterios Katsifodimos; Seif Haridi; Volker Markl

   Cutty: Aggregate Sharing for User-defined Windows

   In: Proceedings of the 25th ACM International on Conference on Information and Knowledge Management. ACM International Conference on Information and …

9. Tilmann Rabl; Jonas Traub; Asterios Katsifodimos; Volker Markl

   Apache Flink in current research

   In: IT - information technology (IT), Vol. 58, No. 4, Pages 157-165, De Gruyter, 2016.

10. Jonas Traub; Tilmann Rabl; Fabian Hueske; Till Rohrmann; Volker Markl

    Die Apache Flink Plattform zur parallelen Analyse von Datenströmen und Stapeldaten.

    In: Ralph Bergmann; Sebastian Görg; Gilber Müller (Hrsg.). Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB. GI-Workshop-Tage "Lernen, …

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