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Michael Saecker, Volker Markl (2012). Big Data Analytics on Modern Hardware Architectures: A Technology Survey.. eBISS, European Business Intelligence Summer School, Part of the Lecture Notes in Business Information Processing book series (LNBIP)


Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient and Scalable k‑Means on GPUs. Datenbank-Spektrum 18(3), 157-169.

Sebastian Breß and Norbert Siegmund and Max Heimel and Michael Saecker and Tobias Lauer and Ladjel Bellatreche and Gunter Saake (2014). Load-aware inter-co-processor parallelism in database query processing. Data Knowl. Eng., 60–79.

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Ariane Ziehn, Marcela Charfuelan, Holmer Hemsen, Volker Markl (2019). Time Series Similarity Search for Streaming Data in Distributed Systems. DARLI_AP Workshop, co-located with EDBT/ICDT 2019

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

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Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl (2018). Efficient k-means on GPUs. Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3.

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Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl (2018). Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows. CoRR abs/1809.06845

Sebastian Schelter and Venu Satuluri and Reza Zadeh (2014). Factorbird - a Parameter Server Approach to Distributed Matrix Factorization. CoRR

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Daniel Abadi and Rakesh Agrawal and Anastasia Ailamaki and Magdalena Balazinska and Philip A. Bernstein and Michael J. Carey and Surajit Chaudhuri and Jeffrey Dean and AnHai Doan and Michael J. Franklin and Johannes Gehrke and Laura M. Haas and Alon Y. Halevy and Joseph M. Hellerstein and Yannis E. Ioannidis and H. V. Jagadish and Donald Kossmann and Samuel Madden and Sharad Mehrotra and Tova Milo and Jeffrey F. Naughton and Raghu Ramakrishnan and Volker Markl and Christopher Olston and Beng Chin Ooi and Christopher Ré and Dan Suciu and Michael Stonebraker and Todd Walter and Jennifer Widom (2016). The Beckman report on database research. Commun. ACM, 92–99.

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