東莞證券數(shù)據(jù)中心的分析與設(shè)計(jì)
[Abstract]:After more than a decade of development, China's stock market has accumulated a lot of historical data, which contains a lot of useful information. Using data warehouse technology to mine valuable customers, expand new customers, realize the reasonable allocation of limited resources and maximize profits, and maintain advantage in the fierce competition has become the consensus of more and more securities companies. Based on the research of data warehouse technology and ETL tool Kettle, this paper analyzes the related business of data center of Dongguan Securities Company on the background of the data center project of Dongguan Securities Company, and puts forward the "five platforms" which constitute the data center. Data exchange platform, data service platform, intelligent analysis platform, business presentation platform, unified management platform, and the design and implementation of the data center system based on this architecture are described. This paper mainly introduces the three-tier data organization structure and data model design of securities company data center system. With reference to FS-LDM model (Financial Services LogicalData Model), the data model is extended according to the business characteristics of the securities industry and five topics including parties, internal institutions, products, protocols and events are established. This paper also introduces the design and implementation of unified management platform and two application examples based on data center (supervision report, leader view). For the unified management platform, the design and implementation of ETL scheduling and management module for operation and maintenance monitoring are described. For the supervision report, the design of the report process and the realization of the report data summary based on the data center data model are described in detail. For the leadership view, it focuses on the implementation of data aggregation based on the data center related data model. The securities company data center system developed in this paper has been deployed in Dongguan Securities Company and has been running steadily for more than a year. The actual operation shows that the system is efficient and available.
【學(xué)位授予單位】:云南大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2013
【分類(lèi)號(hào)】:TP311.13;TP308
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