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Publications

A

Mosaics in Big Data, Stratosphere, Apache Flink, and Beyond

Volker Markl

ACM International Conference on Distributed and Event-based Systems (DEBS 2018):, 7-13. 2018

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3

Enabling Wide Area Data Analytics with Collaborative Distributed Processing Pipelines (CDPPs)

Anja Feldmann, Manfred Hauswirth, Volker Markl

37th International Conference on Distributed Computing Systems, ICDCS 2017

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Scalable Frequent Sequence Mining With Flexible Subsequence Constraints

Alexander Renz-Wieland, Matthias Bertsch, Rainer Gemulla,

35th IEEE International Conference on Data Engineering (ICDE 2019) 2019

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2

AdaptiveWatermarks: A Concept Drift-based Approach for Predicting Event-Time Progress in Data Streams

Ahmed Awad, Jonas Traub, Sherif Sakr

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

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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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Efficient SIMD Vectorization for Hashing in OpenCL

Tobias Behrens Viktor Rosenfeld Jonas Traub Sebastian Breß Volker Markl

21th International Conference on Extending Database Technology (EDBT 2018). 2018, 489-492. 2018

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Benchmarking Distributed Stream Data Processing Systems

Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl

34th IEEE International Conference on Data Engineering, ICDE 2018, Paris, France, April 16-19, 2018, 1507-1518. 2018

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Efficient fault-tolerance for iterative graph processing on distributed dataflow systems

Xu, Chen; Holzemer, Markus; Kaul, Manohar; Markl, Volker

2016 IEEE 32nd International Conference on Data Engineering (ICDE), 613-624. 2016

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“All Roads Lead to Rome:” Optimistic Recovery for Distributed Iterative Data Processing

Schelter, Sebastian and Ewen, Stephan and Tzoumas, Kostas and Markl, Volker

Proceedings of the ACM conference on Information and Knowledge Management} year={2013 2013

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Distributed matrix factorization with MapReduce using a series of broadcast-joins

Schelter, Sebastian and Boden, Christoph and Schenck, Martin and Alexandrov, Alexander and Markl, Volker

Proceedings of the 7th ACM conference on Recommender systems, 281–284. 2013

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