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D

Efficient k-means on GPUs

Clemens Lutz, Sebastian Breß, Tilmann Rabl, Steffen Zeuch, Volker Markl

Proceedings of the 14th International Workshop on Data Management on New Hardware (DAMON '18), 3:1 - 3:3. 2018

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C

Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence

Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl

CoRR abs/1909.03026 2019

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Labyrinth: Compiling Imperative Control Flow to Parallel Dataflows

Gábor E. Gévay, Tilmann Rabl, Sebastian Breß, Lorand Madai-Tahy, Volker Markl

CoRR abs/1809.06845 2018

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Factorbird - a Parameter Server Approach to Distributed Matrix Factorization

Sebastian Schelter and Venu Satuluri and Reza Zadeh

CoRR 2014

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The NebulaStream Platform: Data and Application Management for the Internet of Things

Steffen Zeuch, Ankit Chaudhary, Bonaventura Del Monte, Haralampos Gavriilidis, Dimitrios Giouroukis, Philipp M. Grulich, Sebastian Breß, Jonas Traub, Volker Markl

Conference on Innovative Data Systems Research (CIDR 2020) 2020

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The Beckman report on database research

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

Commun. ACM, 92–99. 2016

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The Case for Distance-Bounded Spatial Approximations

Eleni Tzirita Zacharatou, Andreas Kipf, Ibrahim Sabek, Varun Pandey, Harish Doraiswamy, Volker Markl

CIDR 2021

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Semi-Supervised Data Cleaning with Raha and Baran

Mohammad Mahdavi, Ziawash Abedjan

CIDR 2021

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B

Big Data - An Interdisciplinary Opportunity for Information Systems Research

Michael Schermann and Holmer Hemsen and Christoph Buchmüller and Till Bitter and Helmut Krcmar and Volker Markl and Thomas Hoeren

Business & Information Systems Engineering, 261–266. 2014

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