Parallel Design Patterns and Stream Parallelism
Explore parallel design patterns and stream parallelism in this ACCU 2018 conference talk. Dive into GrPPI (Generic and reusable Parallel Patterns Interface), an experimental library for expressing parallelism through patterns. Learn about stream parallelism, its applications in video processing and tweet sentiment analysis, and the composability of streaming patterns. Discover GrPPI's support for multiple back-ends, including sequential, OpenMP, IntelTBB, and ISO C++ threads. Gain insights into various parallel programming concepts, including data set patterns, sequence mapping, reductions, stencil patterns, divide-and-conquer algorithms, pipelines, farm patterns, and stream reduction. Examine real-world applications such as Brain MRI evaluation and performance metrics like frames per second. Access the open-source GrPPI library on GitHub to apply these concepts in your own projects.