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Journal article
A review of data mining algorithms on Hadoop's MapReduce
International Journal of Data Science, Vol.3(2), pp.146-169
2018
Abstract
This paper is a review of the most frequently used data mining algorithms on Hadoop's MapReduce. We describe the algorithms with respect to their implementation and performance on Hadoop's MapReduce. We also discuss the similarities and differences between MapReduce's parallel or distributed implementations and the original standard sequential implementations.
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Details
- Title
- A review of data mining algorithms on Hadoop's MapReduce
- Publication Details
- International Journal of Data Science, Vol.3(2), pp.146-169
- Resource Type
- Journal article
- Publisher
- Inderscience Publishers (IEL)
- Copyright
- © 2018 Inderscience Enterprises Ltd.
- Identifiers
- 99380178994906600
- Academic Unit
- Computer Science; Hal Marcus College of Science and Engineering
- Language
- English