Title :
An optimized load algorithm of parallel data warehouse based on the cloud computing platform
Author :
Zhengqiu Yang ; Tong Li ; Jiapeng Xiu ; Chen Liu
Author_Institution :
Sch. of Software Eng., Beijing Univ. of Posts & Telecommun., Beijing, China
fDate :
Oct. 30 2012-Nov. 1 2012
Abstract :
The parallel database system (PDS) owns high performance and high availability and is suitable for mass data storing and processing. However, data loading performance is a bottleneck in PDS. To improve the data loading performance, this paper proposes an optimized load algorithm based on cloud platform which can promote the speed of load process. The paper gives the algorithm description, elaborates the algorithm implementation process through an example, and discusses the correctness of the algorithm at last.
Keywords :
cloud computing; data warehouses; storage management; PDS; cloud computing platform; mass data processing; mass data storing; optimized load algorithm; parallel data warehouse; parallel database system; Algorithm design and analysis; Availability; Bipartite graph; Cloud computing; Database systems; Handheld computers; Loading; Cloud computing system; Hadoop; Optimized load algorithm; Parallel database system; Teradata EDW;
Conference_Titel :
Cloud Computing and Intelligent Systems (CCIS), 2012 IEEE 2nd International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4673-1855-6
DOI :
10.1109/CCIS.2012.6664438