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September 25, 2016 13:05
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CS4240
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CS 6240: Parallel Data Processing | |
This course covers techniques for managing and analyzing very large data sets, | |
with an emphasis on approaches that scale out effectively as more compute nodes | |
are added. Principles of distributed data management and strategies for | |
problem-driven data partitioning are introduced through a selection of design | |
patterns from various application domains, including graph analysis, databases, | |
text processing, and data mining. Coursework includes hands-on programming | |
experience with modern big-data processing technology such as MapReduce, Spark, | |
HBase, and Cloud Computing. (This selection is subject to change as technology | |
evolves.) | |
Pre-reqs: CS 5800 (Algorithms) or CS 7800 (Advanced Algorithms) |
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