Analysis of the Big Data based on MapReduce

DOI

10.2991/amcce-15.2015.41How to use a DOI?

Keywords

Big Data; MapReduce;SQL server

Abstract

Big Data are becoming a popular technology focus both in science and in industry and motivate technology shift to data centric architecture and operational models. Big Data is bringing a positive change in the decision making process of various business organizations.In this paper, MapReduce big data analysis methods, and with SQL server performance comparison, the experimental results show that, compared to SQL server, MapReduce method loads a small time, as the data set increases, the performance MapReduce approach is better. So MapReduce method has better scalability and speedup for large data processing applications.

Copyright

© 2015, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zi-de Tian
PY  - 2015/04
DA  - 2015/04
TI  - Analysis of the Big Data based on MapReduce
BT  - Proceedings of the 2015 International Conference on Automation, Mechanical Control and Computational Engineering
PB  - Atlantis Press
SP  - 226
EP  - 230
SN  - 1951-6851
UR  - https://doi.org/10.2991/amcce-15.2015.41
DO  - 10.2991/amcce-15.2015.41
ID  - Tian2015/04
ER  -