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Xu, Chen; Holzemer, Markus; Kaul, Manohar; Markl, Volker (2016). Efficient fault-tolerance for iterative graph processing on distributed dataflow systems [23]. 2016 IEEE 32nd International Conference on Data Engineering (ICDE), 613-624.

Link to publication [24] Link to original publication [25]


Wook-Shin Han, Jaehwa Kim, Byung Suk Lee, Yufei Tao, Ralf Rantzau, Volker Markl (2009). Cost-Based Predictive Spatiotemporal Join [26]. Journal IEEE Transactions on Knowledge and Data Engineering., 220-233.

Link to original publication [27]


Marko Vrhovnik and Oliver Suhre and Stephan Ewen and Holger Schwarz (2008). PGM/F: A Framework for the Optimization of Data Processing in Business Processes [28]. ICDE, 1584-1587.

Viktor Rosenfeld, Sebastian Breß, Steffen Zeuch, Tilmann Rabl, Volker Markl (2019). Performance Analysis and Automatic Tuning of Hash Aggregation on GPUs [29]. DaMoN ’19: Data Management on New Hardware. ACM, new York, NY, USA.

Link to publication [30]


Uwe Jugel, Volker Markl (2012). Interactive Visualization of High­Velocity Event Streams [31]. PhD Workshop@VLDB 12, 66-71.

Link to publication [32]

Uwe Jugel, Zbigniew Jerzak, Gregor Hackenbroich, Volker Markl (2015). VDDA: automatic visualization-driven data aggregation in relational databases [33]. The VLDB Journal (2016)

Link to publication [34] Link to original publication [35]

Leonhard Hennig; Philippe Thomas; Renlong Ai; Johannes Kirschnick; He Wang; Jakob Pannier; Nora Zimmermann; Sven Schmeier; Feiyu Xu; Jan Ostwald; Hans Uszkoreit (2016). Real-Time Discovery and Geospatial Visualization of Mobility and Industry Events from Large-Scale, Heterogeneous Data Streams [36]. Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics. Annual Meeting of the Association for Computational Linguistics (ACL-16)

Link to publication [37] Link to original publication [38]


Jonas Traub and Tilmann Rabl and Fabian Hueske and Till Rohrmann and Volker Markl (2015). Die Apache Flink Plattform zur parallelen Analyse von Datenströmen und Stapeldaten [39]. Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Trier, Germany, October 7-9, 2015., 403–408.

Link to original publication [40]

Tilmann Rabl, Arne Jacobsen (2017). Query Centric Partitioning and Allocation for Partially Replicated Database Systems [41]. In Proceedings of the 2017 ACM International Conference on Management of Data (SIGMOD '17). ACM, New York, NY, USA,, 315-330..

Link to publication [42] Link to original publication [43]

Till Rohrmann, Sebastian Schelter, Tilmann Rabl, Volker Markl (2017). Gilbert: Declarative Sparse Linear Algebra on Massively Parallel Dataflow Systems [44]. Fachtagung für Business, Technologie und Web (BTW)

Link to publication [45]

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