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High Performance Computing for High-Resolution Analysis of Data,
Big to
Small, and Computational Intensity, High to Low
Barret Schloerke
Statistics
PhD Candidate
Purdue University
www.tessera.io
"Big Data"
Great buzzword!
But imprecise when put to action
Computational performance depends on other factors
Computational complexity of methods used
Issues for all sizes of data
Hardware computing power
More machines ≈ more power
"Big Data"
Great buzzword!
But imprecise when put to action
Definition
Small Data - memory
Medium Data - single hard drive
Large Data - multiple machines, distributed
Computational performance depends on other factors
Computational complexity of methods used
Issues for all sizes of data
Hardware computing power
More machines ≈ more power
High Performance Computing for High-Resolution Analysis of Data, Big toSmall, and Computational Intensity, High to Low
By Barret Schloerke
Made with Slides.com
High Performance Computing for High-Resolution Analysis of Data, Big toSmall, and Computational Intensity, High to Low
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Barret Schloerke
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