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Publications

The members of the GPU Center of Excellence share their research results with the community by publications and workshops. Most of the latest GPU-related research publications are listed here.

2017


2016



T. FrustEntwicklung und Umsetzung eines echtzeitfähigen Datenverarbeitungs- und Rekonstruktionsalgorithmus für die ultraschnelle Elektronenstrahl-Röntgen-CT, Verteidigung der Diplomarbeit, Dresden, Deutschland

T. Frust and J. Kelling and G. JuckelandIn-Situ Analysis and Experiment Regulation at HZDR, PADC Annual Workshop 2016, 17.-18.10.2016, Jülich, Deutschland

C. Jentzsch, R. Dockhorn, J.-U. SommerA Highly Parallelizable Bond Fluctuation Model on the Body-Centered Cubic Lattice“, Parallel Processing and Applied Mathematics: 11th International Conference, PPAM 2015, Krakow, Poland, September 6-9, 2015. Revised Selected Papers, Part II, pp 301–311

T. KarnagelHeterogeneous-Query Optimization; VLDB 2016, PhD Workshop, New Deli, India.

T. Karnagel, D. Habich, W. LehnerLimitations of Intra-Operator Parallelism using Heterogeneous Computing Resources; ADBIS 2016, August 27-29., Praha, Czech Republic.


R. Widera and A. Hübl and G. JuckelandPIConGPU: First Experiences on Minski, PADC Annual Workshop 2016, 17.-18.10.2016, Jülich, Deutschland

G. Juckeland and R. HenschelIn-Depth Performance Analysis for OpenACC/CUDA/OpenCL Applications with Score-P and Vampir, GTC Europe 2016, 28.-29.09.2016, Amsterdam, Nederland


J. Kelling and G. Ódor and K. H. Heinig and M. Weigel and S. GemmingPushing the Limits of Lattice Monte-Carlo Simulations using GPUs, Perspectives of GPU computing in Science, 26.-28.09.2016, Roma, Italia

J. Kelling and K.-H. Heinig and S. GemmingExperimental-Scale Kinetic Lattice Monte-Carlo Studies on GPU, E-MRS Fall Meeting, 19.-22.09.2016, Warschau, Polen

J. Kelling and G. Ódor and S. GemmingAging In The (2+1)-Dimensional Kardar-Parisi-Zhang Model Under Various Dimer Lattice-Gas Dynamics, Stat'Phys 26 - Statistical Physics Conference Satellite Non-equilibrium dynamics in classical and quantum systems: From quenches to slow relaxations, 13.-22.07.2016, Pont-à-Mousson, France

G. Juckeland and R. DietrichProfiling Performance of hybrid applications with Score-P and Vampir, Farber, Rob: OpenACC - Parallel Programming with OpenACC, Amsterdam: Elsevier, 2016, 978-0-12-410397-9, 55-68



G. Juckeland and O. Hernandez and A. C. Jacob and D. Neilson and V. G. Vergara Larrea and S. Wienke and S. Chandrasekaran and A. Grund and R. Henschel and M. S. Müller and M. Perminov and P. Shelepugin and B. Whitney and W. Joubert and B. Wang and K. Kumaran and Email: info@spec.org – Website: http://www.spec.org/hpg SPEC High Performance Group (HPG) and A. BobyrFrom Describing to Prescribing Parallelism: Translating the SPEC ACCEL OpenACC Suite to OpenMP Target Directives, Workshop on Performance Portable Programming Models for Accelerators (P^3MA), 23.06.2016, Frankfurt (Main), Deutschland, Lecture Notes on Computer Science (LNCS) - Volume 9934: High Performance Computing ISC High Performance 2016 International Workshops, ExaComm, E-MuCoCoS, HPC-IODC, IXPUG, IWOPH, P^3MA, VHPC, WOPSSS, Frankfurt, Germany, June 19–23, 2016: Springer, 978-3-319-46078-9, 470-488


E. Zenker and R. Widera and G. Juckeland and B. Worpitz and A. Hübl and A. Knüpfer and W. E. Nagel and M. BussmannPorting the Plasma Simulation PIConGPU to Heterogeneous Architectures with Alpaka, GPU Technology Conference, 04.-07.04.2016, San Jose, California, USA


E. Zenker and B. Worpitz and R. Widera and A. Hübl and G. Juckeland and A. Knüpfer and W. E. Nagel and M. BussmannAlpaka - An Abstraction Library for Parallel Kernel Acceleration, The Sixth International Workshop on Accelerators and Hybrid Exascale Systems co-located with the 30th IEEE International Parallel & Distributed Processing Symposium, 23.-27.05.2016, Chicago Hyatt Regency Chicago, Illinois, USA, Proceedings of the 30th IEEE International Parallel and Distributed Processing Symposium


M. Bussmann and C. Eckert and A. Huebl and F. Jung and R. Widera and B. Worpitz and M. Zacharias and E. Zenker and G. Juckeland and A. Knüpfer and W. NagelAlpaka, GrayBat and other spiritual animals that will help you survive in the dangerous world of HPC, ZIH-Kolloquium, 28.01.2016, Dresden, Deutschland



M. Werner, T. Kolditz, T. Karnagel, D. Habich, W. LehnerMulti-GPU Approximation Methods for Silent Data Corruption of AN Codes. Proceedings of the 12th International Workshops on Boolean Problems, September 2016, Freiberg University of Mining and Technology, Freiberg

A. MatthesAlpaka - One Programming Model for Parallel Kernel Acceleration of Heterogeneous systems, September 28th, GTC Europe 2016, Amsterdam


2015

A. Bieberle, M. Vogt, M. Wagner, M. Bieberle, F. Barthel, U. HampelUltra-fast data processing and image reconstruction using parallel processing architectures, International Symposium on Industrial Process Tomography, Dresden, Germany, 1.-3. September 2015.




Giesecke, A., Albrecht, T., Gundrum, T., Herault, J., and Stefani, F.Triadic resonances in non-linear simulations of a fluid flow in a precessing cylinder, New J. Phys., 17(11):113044

Giesecke, A., Albrecht, T., Gerbeth, G., Gundrum, T., and Stefani, F.Numerical simulations for the DRESDYN precession dynamo, Magnetohydrodynamics, 51(2) 293–302

Grottel, SebastianMegaMol–A Prototyping Framework for Particle-based Visualization. In Visualization and Computer Graphics, IEEE Transactions on 21 (2015), Nr. 2, S. 201–214.


Guido Juckeland, William Brantley, Sunita Chandrasekaran, Barbara Chapman, Shuai Che, Mathew Colgrove, Huiyu Feng, Alexander Grund, Robert Henschel, Wen-mei W. Hwu, Huian Li, Matthias S. Müller, Wolfgang E. Nagel, Maxim Perminov, Pavel Shelepugin, Kevin Skadron, John Stratton, Alexey Titov, Ke Wang, Matthijs van Waveren, Brian Whitney, Sandra Wienke, Rengan Xu and Kalyan Kumaran SPEC ACCEL: A Standard Application Suite for Measuring Hardware Accelerator Performance, in: High Performance Computing Systems. Performance Modeling, Benchmarking, and Simulation, pages 46-67, Springer International Publishing. dx.doi.org/10.1007/978-3-319-17248-4_3

Alexander Kirillov, Dmitrij Schlesinger, Walter Forkel, Anatoly Zelenin, Shuai Zheng, Philip Torr, Carsten RotherEfficient Likelihood Learning of a Generic CNN-CRF Model for Semantic Segmentation.

A. Krull, E. Brachmann, F. Michel, M. Ying Yang, S. Gumhold, C. RotherLearning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images, Supplementary Material, ICCV.

David L. Richmond, Dagmar Kainmueller, Michael Y. Yang, Eugene W. Myers, Carsten RotherRelating Cascaded Random Forests to Deep Convolutional Neural Networks for Semantic Segmentation.

Lang, M. ; Fischer, J. ; Werner, M. ; Sommer, J.-U. Olympic gelsConcatenation and swelling, Macromolecular Symposia 358 (2015) 140-147

Staib, Joachim; Grottel, Sebastian; Gumhold, StefanVisualization of Particle-based Data with Transparency and Ambient Occlusion. In: Computer Graphics Forum 34 (2015), Nr. 3, S. 151–160, DOI: 10.1111/cgf.12627

Karnagel, T.; Habich, D.; Lehner, W.;Local vs. Global Optimization: Operator Placement Strategies in Heterogeneous Environments, First International Workshop on Data (Co)Processing on Heterogeneous Hardware (DAPHNE 2015), March 27, 2015, Brussels, Belgium

Karnagel, T.; Mueller, R.; Lohman, G.;Optimizing GPU-accelerated Group-By and Aggregation. In Proceedings of the VLDB Endowment 2015 (ADMS’15), 2015, Kohala Coast, Hawaii, USA.

Nore, C., Léorat, J., Guermond, J.-L., and Giesecke, A.Mean-field model of the von Kármán sodium dynamo experiment using soft iron impellers, Phys. Rev. E, 91(1):013008.

F. Stefani, T. Albrecht, G. Gerbeth, A. Giesecke, T. Gundrum, J. Herault, C. Nore, C. SteglichTowards a precession driven dynamo experiment”. Magnetohydrodynamics (2015), 51 (2), 275-284.

Werner, M. ; Sommer, J.-U.Translocation and induced permeability of random amphiphilic copolymers interacting with lipid bilayer membranes, Biomacromolecules 16 (2015) 125-135

2014




Giesecke, A., Stefani, F., and Gerbeth, G.Magnetic material in mean-field dynamos driven by small scale helical flows, New J. Phys., 16(7) 073034

C. Jentzsch, J.-U. SommerPolymer brushes in explicit poor solvents studied using a new variant of the bond fluctuation model, Journal of Chemical Physics 141 (2014) 104908

Karnagel, T.; Habich, D.; Schlegel, B.; Lehner, W.Heterogeneity-Aware Operator Placement in Column-Store DBMS. Journal Datenbank-Spektrum, September 2014.

Karnagel, T.; Hille, M.; Ludwig, M.; Habich, D.; Lehner, W.; Heimel, M.; Markl, V.Demonstrating Efficient Query Processing in Heterogeneous Environments, Proceedings of the 2014 ACM SIGMOD (Demo Track), June 22-27, 2014, Snowbird, Utah, USA

Lang, M. ; Fischer, J. ; Werner, M. ; Sommer, J.-U.Swelling of Olympic gels, Physical Review Letters 112 (2014) 238001(5)

Ódor, G., Kelling, J., Gemming, S.Aging of the (2+1)-dimensional Kardar-Parisi-Zhang model, Phys. Rev. E 89, 032146


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