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Publications

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A survey of state management in big data processing systems

Quoc-Cuong To, Juan Soto, Volker Markl

VLDB J. 27(6), 847-872. 2018

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(Meta-)Models, Tools and Infrastructures for Business Application Integration

R. Kutsche, N. Milanovic

Proceedings of the 7th International Workshop on Conceptual Modeling Approaches for e-Business (EComo) at UNISCON 2008 2008

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BIZYCLE: Model-based Interoperability Platform for Software and Data Integration

R. Kutsche, N. Milanovic, G. Bauhoff, T. Baum, M. Cartsburg, D. Kumpe, J. Widiker

Proceedings of the Workshop on Model-Driven Tool- and Process Integration, at the Fourth European Conference on Model Driven Architecture Foundations and Applications (ECMDA) 2008

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Model-based Software and Data Integration

R. Kutsche, N. Milanovic

||Springer Verlag, Communications in Computer and Information Science. 2008

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Automated Feature Engineering for Algorithmic Fairness

Ricardo Salazar Diaz, Felix Neutatz, Ziawasch Abedjan

VLDB 2021

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WOLFE: Strength Reduction and Approximate Programming for Probabilistic Programming

Sebastian Robert Riedel and Sameer Singh and Vivek Srikumar and Tim Rocktäschel and Larysa Visengeriyeva and Jan Noessner

Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop, Québec City, Québec, Canada, July 27, 2014 2014

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The Operator Variant Selection Problem on Heterogeneous Hardware

Viktor Rosenfeld and Max Heimel and Christoph Viebig and Volker Markl

International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures - ADMS 2015, Kohala Coast, Hawaii, USA, August 31, 2015., 1–12. 2015

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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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Scalable similarity-based neighborhood methods with MapReduce

Schelter, Sebastian and Boden, Christoph and Markl, Volker

Proceedings of the sixth ACM conference on Recommender systems, 163–170. 2012

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