solution overview
Build a "lake and warehouse integrated" distributed analytical database platform composed of data lake, data warehouse and data mart, construct label factory, indicator factory and data service to uniformly manage and control the internal and external data of the bank, integrate open data services, promote and release data value, and enable intelligent development and innovation of business.
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construction goals
Construct a lake - warehouse integrated platform to enhance the rapid response service capabilities. Adopt advanced technologies, draw on industry experience, and build an architecture suitable for China Zheshang Bank, a scientific and reasonable enterprise data platform. Define the positioning of data lakes, data warehouses, and data marts, as well as the data retention period. Rationalize the existing data access and exchange, and establish principles, specifications, and processes for data collection and exchange. Define the principles for data entering the lake and data entering the warehouse, as well as the processes and specifications for data lakes and data warehouses to provide data externally and for data services. Establish a series of data construction specifications, including data requirement management, job development, model design, and scheduling configuration. Provide data support for the subsequent construction of retail marts, corporate marts, etc., improve work efficiency, save working time, sort out a simple and fast development platform, and development and operation and maintenance work processes. Meet the timeliness requirements of all parties, improve the work efficiency of developers and operation and maintenance personnel, and relieve the operating pressure of the existing system.
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customer value
Establish a bank - wide centralized data management platform to initially form solutions for business reports and statistical analysis. The reports should be automatically generated, with timely data updates and flexible and diverse information display, providing timely and accurate information for business operation management.
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application scenarios
The Digital Banking Department is responsible for three main capabilities: understanding data, understanding business, and understanding technology, to ensure the implementation of key projects for the "Lake Warehouse Integrated" distributed analytical database platform.
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