Publications

Steffen Hirschmann. GPU-Based Regression Analysis on Sparse Grids. In E. Plödereder, L. Grunske, E. Schneider, and D. Ull (Eds.), Informatik 2014, Big Data - Komplexität meistern, (232):2425--2436, Gesellschaft für Informatik e.V., Bonn, September 2014. [PUMA: CUDA GPGPU regression sparse_grids] URL

Claus Braun. Algorithm-based fault tolerance for matrix operations on graphics processing units: analysis and extension to autonomous operation.. 2015. [PUMA: ABFT GPGPU GPU SimTech algebra algorithm-based error error-detection fault fault-tolerance linear matrix-operations myown simulation]

Claus Braun, Sebastian Halder, and Hans-Joachim Wunderlich. A-ABFT: Autonomous Algorithm-Based Fault Tolerance for Matrix Multiplications on Graphics Processing Units. Proceedings of the 44th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN'14), 443--454, 2014. [PUMA: ABFT GPGPU GPU SimTech adaptivity algebra algorithm-based autonompous error error-correction error-detection fault-tolerance linear matrix matrix-multiplication metric myown rounding rounding-error]

Claus Braun, Stefan Holst, Hans-Joachim Wunderlich, Juan Manuel Castillo, and Joachim Gross. Acceleration of Monte-Carlo Molecular Simulations on Hybrid Computing Architectures. Proceedings of the 30th IEEE International Conference on Computer Design (ICCD'12), 207--212, IEEE Computer Society, 2012. [PUMA: GPGPU GPU Markov-Chain Monte-Carlo SimTech architectures computer heterogeneous hybrid molecular myown parallel simulation thermodynamics]

Hans-Joachim Wunderlich, Claus Braun, and Sebastian Halder. Efficacy and Efficiency of Algorithm-Based Fault Tolerance on GPUs. Proceedings of the IEEE International On-Line Testing Symposium (IOLTS'13), 240--243, 2013. [PUMA: ABFT GPGPU SimTech algorithm-based computing errors fault fault-tolerance myown scientific simulation]

Claus Braun, Markus Daub, Alexander Schöll, Guido Schneider, and Hans-Joachim Wunderlich. Parallel Simulation of Apoptotic Receptor-Clustering on GPGPU Many-Core Architectures. Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM'12), 1--6, 2012. [PUMA: GPGPU SimTech apoptosis modeling myown numerical parallel particle receptor-clustering simulation]

Claus Braun, and Hans-Joachim Wunderlich. Algorithm-Based Fault Tolerance for Many-Core Architectures. Proceedings of the 15th IEEE European Test Symposium (ETS'10), 253--253, IEEE Computer Society, 2010. [PUMA: ABFT GPGPU GPU SimTech fault-tolerance imported myown]

Mhd. Amer Wafai, Zaheer Ahmed, Rainer Keller, Sven Holzmann, Björn Sander, and Michael Resch. Optimization of industrial Neural Network simulators for GPGPUs. In Dickson K. W. Chiu, Minhong Wang, Elvira Popescu, Qing Li, and Rynson Lau (Eds.), New Horizons in Web Based Learning, (7697):21-29, Springer Berlin Heidelberg, December 2011. [PUMA: Back CUDA GPGPU GPU HLRS Network Neural Parallelisation Propagation SCOPE myown]