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Publications

2017

Jonas Traub, Nikolaas Steenbergen, Philipp Grulich, Tilmann Rabl, and Volker Markl. (2017). I²: Interactive Real-Time Visualization for Streaming Data.. in Proc. 20th International Conference on Extending Database Technology (EDBT), March 21-24, 2017.

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Christoph Boden, Tilmann Rabl, Volker Markl (2017). Distributed Machine Learning - but at what COST?. ML Systems Workshop@ NIPS2017

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Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl (2017). Optimized On-Demand Data Streaming from Sensor Nodes. In Proceedings of SoCC ’17, Santa Clara, CA, USA, September 24–27, 12.

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Martin Kiefer, Max Heimel, Sebastian Breß, Volker Markl (2017). Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models. Proceedings of the VLDB Endowment, Volume 10, No. 13. 2017 (to be presented in VLDB 2018)

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Chen Xu; Markus Holzemer; Manohar Kaul; Juan Soto; Volker Markl; (2017). On Fault Tolerance for Distributed Iterative Dataflow Processing.. IEEE Transactions on Knowledge and Data Engineering (TKDE), 1709-1722.

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Anja Feldmann, Manfred Hauswirth, Volker Markl (2017). Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs). 37th International Conference on Distributed Computing Systems, ICDCS

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2016

Xu, Chen; Holzemer, Markus; Kaul, Manohar; Markl, Volker (2016). Efficient fault-tolerance for iterative graph processing on distributed dataflow systems. 2016 IEEE 32nd International Conference on Data Engineering (ICDE), 613-624.

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Schubotz, Moritz; Grigorev, Alexey; Leich, Marcus; Cohl, Howard S.; Meuschke, Norman; Gipp, Bela; Youssef, Abdou S.; Markl, Volker (2016). Semantification of Identifiers in Mathematics for Better Math Information Retrieval. SIGIR '16 : Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 135-144.

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Breß, Sebastian; Funke, Henning; Teubner, Jens (2016). Robust Query Processing in Co-Processor-accelerated Databases. Proceedings of the 2016 International Conference on Management of Data (SIGMOD 2016), 1891-1906.

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Paris Carbone, Jonas Traub, Asterios Katsifodimos, Seif Haridi and Volker Markl (2016). Cutty: Aggregate Sharing for User-defined Windows. To appear in the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016)

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