Title :
Constructing a Cloud Computing Based Social Networks Data Warehousing and Analyzing System
Author :
Ting, I-Hsien ; Lin, Chia-Hung ; Wang, Chen-Shu
Author_Institution :
Dept. of Inf. Manage., Nat. Univ. of Kaohsiung, Kaohsiung, Taiwan
Abstract :
The research area of Social networks analysis has been recognized as extremely time-consuming tasks as well as large storage space is always necessary in order to store the social data, especially to deal with the data in the World Wide Web. Therefore, how to design an architecture and environment for performing social networks analysis is very essential. In this paper, we proposed a data warehousing and analyzing system which is based on the concept of cloud computing. The system has also been implemented and evaluated under the proposed environment with different cloud computing approaches.
Keywords :
cloud computing; data warehouses; social networking (online); World Wide Web; cloud computing; data warehousing; social data storage; social network analysis; Algorithm design and analysis; Cloud computing; Computer architecture; Google; Social network services; Warehousing; BSP; Cloud Computing; Hadoop; Hama; MapReduce; Social Networks Analysis;
Conference_Titel :
Advances in Social Networks Analysis and Mining (ASONAM), 2011 International Conference on
Conference_Location :
Kaohsiung
Print_ISBN :
978-1-61284-758-0
Electronic_ISBN :
978-0-7695-4375-8
DOI :
10.1109/ASONAM.2011.25