A Sketch of Big Data Technologies

Author

Zaiying Liu ; Ping Yang ; Lixiao Zhang

Author_Institution

Sch. of Inf. Sci. & Technol., Shanghai Sanda Univ., Shanghai, China

fYear

2013

fDate

20-22 Sept. 2013

Firstpage

26

Lastpage

29

Abstract

This paper outlines the recent developed information technologies in big data. The basic principles and theories, concepts and terminologies, methods and implementations, and the status of research and development in big data are depicted. The paper also highlights the technical challenges and major difficulties. The number of key technologies required to handle big data are deliberated. They include big data acquisition, pre/post-processing, data storage and distribution, networks, and analysis and mining, etc. At last, the development trend in big data technologies is addressed for discussion.

Keywords

data acquisition; data mining; very large databases; big data acquisition; big data handling; big data technologies; data analysis; data distribution; data mining; data networks; data post-processing; data preprocessing; data storage; information technologies; research and development; Data handling; Data mining; Data processing; Data storage systems; Databases; Information management; Memory; big data; data mining; data storage; semi-structured data; structured data; unstructured data;

fLanguage

English

Publisher

ieee

Conference_Titel

Internet Computing for Engineering and Science (ICICSE), 2013 Seventh International Conference on

Conference_Location

Shanghai

Type

conf

DOI

10.1109/ICICSE.2013.13

Filename

6680049