Title :
Architecture Design of Mass Data Processing Mode
Author_Institution :
Dept. of Electr. Inf., Teachers´ Coll. of Beijing Union Univ., Beijing, China
Abstract :
Enormous data have become a trend and increasingly important to data analysis and mining. It is important and urgent to extract useful information from enormous data. The processing shall be accurate. Therefore, the study of enormous data is very promising and the extensive and in-depth study is also worth doing. To ensure stable and efficient operation of the system, data algorithm analysis, database data model design and other knowledge need to be applied. The system needs to possess high performance and safety. The adoption of the C/S and B/S mixed model architecture, the management information system based on Java lightweight enterprise architecture, the hierarchical architecture design models and the mainstream open-source framework technology makes the system stable, efficient, scalable and code reusable. Inversion of Control (IoC), Dependency Injection (DI) and other technical means are used to complete system design architecture and realize data import, data modification, data statistics, formatted export, data query and other main functions.
Keywords :
Java; data analysis; data mining; information retrieval; management information systems; public domain software; software architecture; B/S mixed model architecture; C/S mixed model architecture; DI; IoC; Java lightweight enterprise architecture; data algorithm analysis; data import; data mining; data modification; data query; data statistics; database data model design; dependency injection; enormous data; formatted export; hierarchical architecture design models; information extraction; inversion of control; mainstream open-source framework technology; management information system; mass data processing mode; Computer architecture; Data models; Databases; Instruction sets; Java; Object oriented modeling; Presses;
Conference_Titel :
Circuits, Communications and System (PACCS), 2011 Third Pacific-Asia Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4577-0855-8
DOI :
10.1109/PACCS.2011.5990096