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TU Berlin

Inhalt des Dokuments

Publications

2017

Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl. (2017). Benchmarking Data Flow Systems for Scalable Machine Learning. Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR'17), Jan Hidders (Ed.). ACM, New York, NY, USA, Article 5, 10 pages., 10.

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Tilmann Rabl, Arne Jacobsen (2017). Query Centric Partitioning and Allocation for Partially Replicated Database Systems. In Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD '17). ACM, New York, NY, USA,, 315-330..

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Sebastian Dorok, Sebastian Breß, Jens Teubner, Horstfried Läpple, Gunter Saake, Volker Markl (2017). Efficient Storage and Analysis of Genome Data in Databases. Proceedings of 17th Conference on Database Systems for Business, Technology, and Web (BTW), LNI 2017, 423-442.

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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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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


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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