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GPU Algorithms for Probabilistic Model Checking using CUDA Programming
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Explore GPU architecture and efficiency, CUDA programming, matrix multiplication, solving linear equations, and probabilistic model checking. Conduct experiments on GTX 280 GPU chip. Implement breadth-first search and retrograde analysis on the GPU.
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GPU Algorithms for Probabilistic Model Checking using CUDA Programming
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Presentation Transcript
Algorithm Engineering„GPU Algorithmen“ Stefan Edelkamp
Übersicht • GPU Architektur und Effektivität • CUDA Programmierung • Matrixmultiplikation • Lösen von linearen Gleichungssystemen • Anwendung: Probabilistische Modellprüfung • Experimente • Breitensuche und Retrograde Analyse auf der GPU
Perfektes Hashenauf der CPUExpansion und Ranking auf der GPU
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