September 2022
Beginner to intermediate
816 pages
21h 18m
English
Content preview from Dive Into Systems
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15LOOKING AHEAD: OTHER PARALLEL SYSTEMS AND PARALLEL PROGRAMMING MODELS
In the previous chapter, we discussed shared memory parallelism and multithreaded programming. In this chapter, we introduce other parallel programming models and languages for different classes of architecture. Namely, we introduce parallelism for hardware accelerators focusing on graphics processing units (GPUs) and general-purpose computing on GPUs (GPGPU computing), using CUDA as an example; distributed memory systems and message passing, using MPI as an example; and cloud computing, using MapReduce and Apache Spark as examples.
A Whole New World: Flynn’s Taxonomy of Architecture ...
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