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Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision]

Jonas Traub, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl

SIGMOD Record 2021

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Scotty: General and Efficient Open-Source Window Aggregation for Stream Processing Systems

Jonas Traub, Philipp Marian Grulich, Alejandro Rodríguez Cuéllar, Sebastian Bress, Asterios Katsifodimos, Tilmann Rabl, Volker Markl

ACM Transactions on Database Systems 2020

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Efficient Window Aggregation with General Stream Slicing

Jonas Traub, Philipp Grulich, Alejandro Rodríguez Cuéllar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl

22nd International Conference on Extending Database Technology (EDBT 2019). 2019

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I²: Interactive Real-Time Visualization for Streaming Data.

Jonas Traub, Nikolaas Steenbergen, Philipp Grulich, Tilmann Rabl, and Volker Markl.

in Proc. 20th International Conference on Extending Database Technology (EDBT), March 21-24, 2017. 2017

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

Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl

CoRR abs/1909.03026 2019

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Optimized On-Demand Data Streaming from Sensor Nodes

Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl

In Proceedings of SoCC ’17, Santa Clara, CA, USA, September 24–27, 12. 2017

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M4: A Visualization-Oriented Time Series Data Aggregation

Uwe Jugel and Zbigniew Jerzak and Gregor Hackenbroich and Volker Markl

PVLDB, 797–808. 2014

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Faster Visual Analytics through Pixel-Perfect Aggregation

Uwe Jugel and Zbigniew Jerzak and Gregor Hackenbroich and Volker Markl

PVLDB, 1705–1708. 2014

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VDDA: automatic visualization-driven data aggregation in relational databases

Uwe Jugel and Zbigniew Jerzak and Gregor Hackenbroich and Volker Markl

VLDB J., 53–77. 2016

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Demand-based Sensor Data Gathering with Multi-Query Optimization

Julius Hülsmann, Jonas Traub, Volker Markl

VLDB 2020

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