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Published byBarbra Hawkins Modified over 9 years ago
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1 The Good HPC brings a wealth of parallelization experience, petaflop scaling and hybrid architectures. Analytics brings new algorithms and new markets. The Database world brings new paradigms, new users and… Big Data.
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2 The Bad Highly parallel HPC machines are frankly hard to program. Hybrid architectures make this worse. Analytics, particularly over non-tabular data structures, requires users to think about their problem in an entirely new way. Big Data brings scaling issues to every link of the analysis chain, including the user.
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3 The Beautiful The ugliness of massively parallel hybrid architectures can be hidden under layers of abstraction. New visualization techniques can bring new ways of understanding large problems. High-level languages calling HPC subroutines make programming easier. New levels of insight into very large and mixed datasets will bring new benefits to society.
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