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Benchmarking Data Flow Systems for Scalable Machine Learning [25]

Christoph Boden, Andrea Spina, Tilmann Rabl, Volker Markl.

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. 2017

Link zur Publikation [26] Download Bibtex Eintrag [27]

Real-Time Discovery and Geospatial Visualization of Mobility and Industry Events from Large-Scale, Heterogeneous Data Streams [28]

Leonhard Hennig; Philippe Thomas; Renlong Ai; Johannes Kirschnick; He Wang; Jakob Pannier; Nora Zimmermann; Sven Schmeier; Feiyu Xu; Jan Ostwald; Hans Uszkoreit

Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-16) 2016

Download Bibtex Eintrag [29]

Robust Query Processing in Co-Processor-accelerated Databases. [30]

Sebastian Breß, Henning Funke, Jens Teubner, Volker Markl

Proceedings of the LWA 2016 Workshops: KDML, FGWM, IR, and FGDB, 233. 2016

Download Bibtex Eintrag [31]

Efficient Fault Tolerance for Massively Parallel Dataflow Systems [32]

Sergej Dudoladov

Proceedings of the VLDB 2016 PhD Workshop, co-located with the 42nd International Conference on Very Large Databases 2016

Download Bibtex Eintrag [33]

Efficient Migration of Very Large Distributed State for Scalable Stream Processing [34]

Bonaventura Del Monte

Proceedings of the VLDB 2017 PhD Workshop 2017

Download Bibtex Eintrag [35]

Analyzing Efficient Stream Processing on Modern Hardware [36]

Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl

Proceedings of the VLDB Endowment, 516-530. 2019

Download Bibtex Eintrag [37]

An Intermediate Representation for Optimizing Machine Learning Pipelines [38]

Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl

Proceedings of the VLDB Endowment, 1553-1567. 2019

Download Bibtex Eintrag [39]

Myriad: Scalable and Expressive Data Generation. [40]

Alexander Alexandrov, Kostas Tzoumas, Volker Markl

Proceedings of the VLDB Endowment, 1890-1893. 2012

Link zur Publikation [41] Download Bibtex Eintrag [42]

AJoin: Adhoc Stream Joins at Scale [43]

Jeyhun Karimov, Tilmann Rabl, Volker Markl

Proceedings of the VLDB Endowment 2020

Link zur Publikation [44] Download Bibtex Eintrag [45]

Spinning Fast Iterative Data Flows [46]

Stephan Ewen, Kostas Tzoumas, Moritz Kaufmann, Volker Markl

Proceedings of the VLDB Endowment (PVLDB),, 1268-1279. 2012

Link zur Publikation [47] Download Bibtex Eintrag [48]

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