A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY
Abstract & Details
Research Area
Computer Science
Keywords
CLUSTERING
MAPREDUCE
Abstract
Hierarchical agglomerative clustering (HAC) is a clustering method widely used in various disciplines from astronomy to zoology. HAC is useful for discovering hierarchical structure embedded in input data. The cost of executing HAC on large data is typically high, due to the need for maintaining global inter-cluster distance information throughout the execution. On implementation on HAC in MapReduce can be a most efficient idea to improve the efficiency of data storage. In this work, we have surveyed many clustering algorithms and their implementation in MapReduce and their pros and cons in them.
License
This work is licensed under a Creative
Commons
Attribution-ShareAlike 4.0 International License.
Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | B.S.Sangeetha | Shri Sakthikailassh Women’s College Salem |
| 2 | Dr. N.Chandrakala | SSM College of Arts and Science |
How to Cite
Use the following formats to cite this article in your research.
APA Style
B.S.Sangeetha & N.Chandrakala, Dr. (2018). A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY. International Journal of Advance Research and Innovative Ideas In Education, 3(6), 1872-1876.
MLA Style
B.S.Sangeetha, and Dr. N.Chandrakala. "A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY." International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 6, 2018, pp. 1872-1876.
IEEE Style
B.S.Sangeetha and Dr. N.Chandrakala, "A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY," International Journal of Advance Research and Innovative Ideas In Education, vol. 3, no. 6, pp. 1872-1876, 2018.
Vancouver Style
B.S.Sangeetha, N.Chandrakala Dr.. A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY. International Journal of Advance Research and Innovative Ideas In Education. 2018;3(6):1872-1876.
Harvard Style
B.S.Sangeetha & N.Chandrakala, Dr. (2018) 'A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY', International Journal of Advance Research and Innovative Ideas In Education, 3(6), pp. 1872-1876.
Chicago Style
B.S.Sangeetha and Dr. N.Chandrakala. "A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY." International Journal of Advance Research and Innovative Ideas In Education 3, no. 6 (2018): 1872-1876.
Turabian Style
B.S.Sangeetha and Dr. N.Chandrakala. "A SURVEY ON CLUSTERING ALGORITHMS IN MAPREDUCE AND THEIR EFFICIENCY." International Journal of Advance Research and Innovative Ideas In Education 3, no. 6 (2018): 1872-1876.
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