Data Science: Bigtable, MapReduce and Google File System
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International Journal of Computer Trends and Technology (IJCTT) |  |
| © 2014 by IJCTT Journal | ||
| Volume-16 Number-3 |
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| Year of Publication : 2014 | ||
| Authors : Karan B. Maniar , Chintan B. Khatri | ||
| DOI : 10.14445/22312803/IJCTT-V16P128 |
Karan B. Maniar , Chintan B. Khatri. "Data Science: Bigtable, MapReduce and Google File System". International Journal of Computer Trends and Technology (IJCTT) V16(3):115-118, Oct 2014. ISSN:2231-2803. www.ijcttjournal.org. Published by Seventh Sense Research Group.
Abstract -
Data science is the extension of research findings and drawing conclusions from data[1]. BigTable is built on a few of Google technologies[2]. MapReduce is a programming model and an associated implementation for processing and generating large data sets with a parallel, distributed algorithm on a cluster[3]. Google File System is designed to provide efficient, reliable access to data using large clusters of commodity hardware[4]. This paper will discuss Bigtable, MapReduce and Google File System, along with discussing the top 10 algorithms in data mining in brief.
References
1. en.wikipedia.org/wiki/Data_science
2. en.wikipedia.org/wiki/BigTable
3. en.wikipedia.org/wiki/MapReduce
4. en.wikipedia.org/wiki/Google_File_System
5. Fay Chang, Jeffrey Dean, Sanjay Ghemawat, Wilson C. Hsieh, Deborah A. Wallach Mike Burrows, Tushar Chandra, Andrew Fikes, Robert E. Gruber. “Bigtable: A Distributed Storage System for Structured Data”, 2006.
6. Xiao Chen. “Google Big Table”, 2010.
7. Jeffrey Dean and Sanjay Ghemawat. “MapReduce: Simplified Data Processing on Large Clusters”, 2004.
8. Sanjay Ghemawat, Howard Gobioff, and Shun-Tak Leung. “The Google File System”, 2003.
9. http://www-01.ibm.com/software/data/infosphere/hadoop/mapreduce/
10. http://computer.howstuffworks.com/internet/basics/google-file-system.htm
11. XindongWu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg. “Top 10 algorithms in data mining”, 2008.
Keywords
Data Science, Bigtable, MapReduce, Google File System, Top 10 algorithms in data mining.