Dr. Jens Krüger
Jens Krüger has been head of the Junior Research Group Interactive Visualization and Data Analysis since June 2009.
Research interests
The primary objective of this research group is the creation of novel algorithms, metaphors, and architectures for the interactive visualization and analysis of large and complex data sets.
With today’s simulations and experimental measurements generating enormous amounts of complex data, existing visualization techniques often overburden the scientist and do not scale well to current and upcoming hardware architectures. To overcome these limitations, our research focuses on three main principles:
Firstly, the development of novel primitives, methods, and metaphors to effectively map large and complex data to human-readable representations.
Secondly, the realization of efficient and scalable implementations that take full advantage of the massive parallelism available in current and upcoming systems to achieve interactive performance of the aforementioned novel techniques and existing approaches.
Thirdly, the extension of these systems to take advantage of all available computing and visualization resources on data centers with large high-resolution visualization systems, on the ubiquitous desktops, and on the smallest mobile handheld devices, to give experts and end users effective and efficient access to their data wherever they are.
Contact
Publications
- L. K. Ha and J. Krüger and J. Comba and S. C. Joshi and C. T. Silva Optimal Multi-Image Processing Streaming Framework on Parallel Heterogeneous Systems In: EGPGV, 2011
- T. Fogal and J. Krüger Efficient I/O for Parallel Visualization In: EGPGV, 2011
- J. Grüninger and H. Hoffmann and U. Kloos and J. Krüger Multi-Resolution-Display System for Virtual Reality Setups In: HCI (19), 2011
- Jens Kerber and Martin Bokeloh and Michael Wand and Jens Krüger and Hans-Peter Seidel Feature Preserving Sketching of Volume Data In: VMV, 2010
- Thomas Fogal and Hank Childs and Siddharth Shankar and Jens Krüger and R. Daniel Bergeron and Philip J. Hatcher Large data visualization on distributed memory multi-GPU clusters In: High Performance Graphics, 2010
- Thomas Fogal and Jens Krüger Tuvok, an Architecture for Large Scale Volume Rendering In: VMV, 2010
- Jens Krüger A New Sampling Scheme for Slice Based Volume Rendering In: Volume Graphics, 2010
- Kai Bürger and Jens Krüger and Rüdiger Westermann Sample-Based Surface Coloring In: IEEE Trans. Vis. Comput. Graph., 2010
- Jens Krüger and Martin Grund and Christian Tinnefeld and Hasso Plattner and Alexander Zeier and Franz Faerber Optimizing Write Performance for Read Optimized Databases In: DASFAA (2), 2010
- Jens Krüger and Christian Tinnefeld and Martin Grund and Alexander Zeier and Hasso Plattner A case for online mixed workload processing In: DBTest, 2010
- Martin Grund and Jan Schaffner and Jens Krüger and Jan Brunnert and Alexander Zeier The effects of virtualization on main memory systems In: DaMoN, 2010
- Jens Krüger and Martin Grund and Alexander Zeier and Hasso Plattner Enterprise Application-Specific Data Management In: EDOC, 2010
- Marcus Paradies and Christian Lemke and Hasso Plattner and Wolfgang Lehner and Kai-Uwe Sattler and Alexander Zeier and Jens Krüger How to juggle columns: an entropy-based approach for table compression In: IDEAS, 2010
- Jens Krüger and Martin Grund and Christian Tinnefeld and Benjamin Eckart and Alexander Zeier and Hasso Plattner Hauptspeicherdatenbanken für Unternehmensanwendungen - Datenmanagement für Unternehmensanwendungen im Kontext heutiger Anforderungen und Trends In: Datenbank-Spektrum, 2010
- Martin Grund and Jens Krüger and Hasso Plattner and Alexander Zeier and Philippe Cudré-Mauroux and Samuel Madden HYRISE - A Main Memory Hybrid Storage Engine In: PVLDB, 2010
- Linh K. Ha and Jens Krüger and P. Thomas Fletcher and Sarang C. Joshi and Cláudio T. Silva Fast Parallel Unbiased Diffeomorphic Atlas Construction on Multi-Graphics Processing Units In: EGPGV, 2009
- Linh K. Ha and Jens Krüger and Cláudio T. Silva Fast Four-Way Parallel Radix Sorting on GPUs In: Comput. Graph. Forum, 2009
- Jürgen Müller 0003 and Jens Krüger and Sebastian Enderlein and Marco Helmich and Alexander Zeier Customizing Enterprise Software as a Service Applications: Back-End Extension in a Multi-tenancy Environment In: ICEIS, 2009
- Matthieu-P. Schapranow and Jens Krüger and Vadym Borovskiy and Alexander Zeier and Hasso Plattner Data Loading and Caching Strategies in Service-Oriented Enterprise Applications In: SERVICES I, 2009
- Thomas Legler and Wolfgang Lehner and Jan Schaffner and Jens Krüger Robust Distributed Top-N Frequent Pattern Mining Using the SAP BW Accelerator In: PVLDB, 2009
- Kai Bürger and Polina Kondratieva and Jens Krüger and Rüdiger Westermann Importance-Driven Particle Techniques for Flow Visualization In: PacificVis, 2008
- Kai Bürger and Jens Krüger and Rüdiger Westermann Direct Volume Editing In: IEEE Trans. Vis. Comput. Graph., 2008
- Jens Krüger GPU basierte Verfahren zur interaktiven Simulation und Darstellung von Fluid-Effekten (A GPU Framework for Interactive Simulation and Rendering of Fluid Effects) In: it - Information Technology, 2008
- Jan Schaffner and Anja Bog and Jens Krüger and Alexander Zeier A Hybrid Row-Column OLTP Database Architecture for Operational Reporting In: BIRTE (Informal Proceedings), 2008
- Martin Grund and Jens Krüger and Alexander Zeier Declarative Web Service Entities with Virtual Endpoints In: IEEE SCC (2), 2008
- Kai Bürger and Jens Schneider and Polina Kondratieva and Jens Krüger and Rüdiger Westermann Interactive Visual Exploration of Unsteady 3D Flows In: EuroVis, 2007
- Kai Bürger and Stefan Hertel and Jens Krüger and Rüdiger Westermann GPU Rendering of Secondary Effects In: VMV, 2007
- Jens Krüger and Kai Bürger and Rüdiger Westermann Interactive Screen-Space Accurate Photon Tracing on GPUs In: Rendering Techniques, 2006
- Jens Krüger and Jens Schneider and Rüdiger Westermann ClearView: An Interactive Context Preserving Hotspot Visualization Technique In: IEEE Trans. Vis. Comput. Graph., 2006
- Jens Krüger and Jens Schneider and Rüdiger Westermann Compression and rendering of iso-surfaces and point sampled geometry In: The Visual Computer, 2006
- Jens Krüger A GPU framework for interactive simulation and rendering of fluid effects In: 2006
- Polina Kondratieva and Jens Krüger and Rüdiger Westermann The Application of GPU Particle Tracing to Diffusion Tensor Field Visualization In: IEEE Visualization, 2005
- Jens Krüger and Jens Schneider and Rüdiger Westermann DUODECIM - A Structure for Point Scan Compression and Rendering In: SPBG, 2005
- Jens Krüger and Rüdiger Westermann GPU Simulation and Rendering of Volumetric Effects for Computer Games and Virtual Environments In: Comput. Graph. Forum, 2005
- Jens Krüger and Peter Kipfer and Polina Kondratieva and Rüdiger Westermann A Particle System for Interactive Visualization of 3D Flows In: IEEE Trans. Vis. Comput. Graph., 2005
- Jens Krüger and Thomas Schiwietz and Peter Kipfer and Rüdiger Westermann Numerical Simulations on PC Graphics Hardware In: PVM/MPI, 2004
- Jens Krüger and Rüdiger Westermann Acceleration Techniques for GPU-based Volume Rendering In: IEEE Visualization, 2003
- Jens Krüger and Rüdiger Westermann Linear algebra operators for GPU implementation of numerical algorithms In: ACM Trans. Graph., 2003





