Building a Data Management System for the Cloud: Lessons Learned and Future Directions.
Datenbank-Spektrum, March, 2025
Data-driven Database Engineering at Snowflake.
Proceedings of the Datenbanksysteme für Business, 2025
Data processing on heterogeneous hardware.
PhD thesis, 2018
Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models.
Proc. VLDB Endow., 2017
The Operator Variant Selection Problem on Heterogeneous Hardware.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2015
Self-Tuning, GPU-Accelerated Kernel Density Models for Multidimensional Selectivity Estimation.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015
Demonstrating Transfer-Efficient Sample Maintenance on Graphics Cards.
Proceedings of the 18th International Conference on Extending Database Technology, 2015
GPU-Accelerated Database Systems: Survey and Open Challenges.
Trans. Large Scale Data Knowl. Centered Syst., 2014
Ocelot/HyPE: Optimized Data Processing on Heterogeneous Hardware.
Proc. VLDB Endow., 2014
Load-aware inter-co-processor parallelism in database query processing.
Data Knowl. Eng., 2014
Demonstrating efficient query processing in heterogeneous environments.
Proceedings of the International Conference on Management of Data, 2014
Demonstrating Self-Learning Algorithm Adaptivity in a Hardware-Oblivious Database Engine.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Toward Hardware-Sensitive Database Operations.
Proceedings of the 17th International Conference on Extending Database Technology, 2014
Hardware-Oblivious Parallelism for In-Memory Column-Stores.
Proc. VLDB Endow., 2013
Designing a database system for modern processing architectures.
Proceedings of the 2013 SIGMOD/PODS Ph.D. Symposium, New York, NY, USA, June 23, 2013, 2013
Exploring the Design Space of a GPU-Aware Database Architecture.
Proceedings of the New Trends in Databases and Information Systems, 2013
A First Step Towards GPU-assisted Query Optimization.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2012
MapReduce and PACT - Comparing Data Parallel Programming Models.
Proceedings of the Datenbanksysteme für Business, 2011
Massively Parallel Data Analysis with PACTs on Nephele.
Proc. VLDB Endow., 2010
A Bayesian Approach to Estimating the Selectivity of Conjunctive Predicates.
Proceedings of the Datenbanksysteme in Business, 2009