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Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models

Martin Kiefer, Max Heimel, Sebastian Breß, Volker Markl

Proceedings of the VLDB Endowment, Volume 10, No. 13. 2017 (to be presented in VLDB 2018) 2017

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On Fault Tolerance for Distributed Iterative Dataflow Processing.

Chen Xu; Markus Holzemer; Manohar Kaul; Juan Soto; Volker Markl;

IEEE Transactions on Knowledge and Data Engineering (TKDE), 1709-1722. 2017

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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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Scotty: Efficient Window Aggregation for out-of-order Stream Processing

Jonas Traub Philipp Grulich Alejandro Rodríıguez Cuéllar Sebastian Breß Asterios Katsifodimos Tilmann Rabl Volker Markl

International Conference on Data Engineering (ICDE 2018), 1300-1303. 2018

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Bridging the Gap: Towards Optimization Across Linear and Relational Algebra

Andreas Kunft Alexander Alexandrov Asterios Katsifodimos Volker Markl

International Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR), in conjunction with SIGMOD/PODS in San Francisco 2016

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Query Processing (in Relational Databases)

Volker Markl

Encyclopedia of Database Systems, 2288-2293. 2009

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