Title :
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
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;
Conference_Titel :
Internet Computing for Engineering and Science (ICICSE), 2013 Seventh International Conference on
Conference_Location :
Shanghai
DOI :
10.1109/ICICSE.2013.13
