Implementation of Big Data: A Comparative Study

被引:0
|
作者
Guwalani, Ashish [1 ]
Phulwari, Gaurav [2 ]
Singodia, Dheeraj [3 ]
机构
[1] ACERC, Dept Comp Sci & Engn, Ajmer, India
[2] ACERC, Dept Elect & Commun Engn, Ajmer, India
[3] ACERC, Dept Elect Engn, Ajmer, India
关键词
Big Data; Hadoop; Map reduce; HDFS; Grid Computing; Bigtable;
D O I
10.1007/978-981-10-7386-1_48
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The term Big Data refers to a large amount of data which is present over the Internet. The size of this data is so large that it cannot be stored, handled, analyzed, and processed by the traditional database systems. This is because when size of data increases, then its complexity also increases. There are various sources which are responsible for generation of Big Data such as news media, social networking sites, business applications, and many more. Efficient management, proper storage, availability, scalability, and processing are some of the issues that create some problems while dealing with Big Data. Thus to handle this Big Data, new techniques, tools, and architecture are required. This paper discusses some tools and techniques that are commonly used for handling Big Data as they overcome the traditional difficulties and open a new way for the researchers to draw their attention toward the tools which can be best chosen for maintenance of Big Data.
引用
收藏
页码:567 / 575
页数:9
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