Об общей концепции универсальной системы хранения и обработки данных практико-ориентированной направленности

L. V. Rudikova
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引用次数: 2

Abstract

Approaches evolution and concept of data accumulation in warehouse and subsequent Data Mining use is perspective due to the fact that, Belarusian segment of the same IT-developments is organizing. The article describes the general concept for creation a system of storage and practice-oriented data analysis, based on the data warehousing technology. The main aspect in universal system design on storage layer and working with data is approach uses extended data warehouse, based on universal platform of stored data, which grants access to storage and subsequent data analysis different structure and subject domains have compound’s points (nodes) and extended functional with data structure choice option for data storage and subsequent intrasystem integration. Describe the universal system general architecture of storage and analysis practice-oriented data, structural elements. Main components of universal system for storage and processing practice-oriented data are: online data sources, ETL-process, data warehouse, subsystem of analysis, users. An important place in the system is analytical processing of data, information search, document’s storage and providing a software interface for accessing the functionality of the system from the outside. An universal system based on describing concept will allow collection information of different subject domains, get analytical summaries, do data processing and apply appropriate Data Mining methods and algorithms.
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通用数据存储和处理系统的一般概念
仓库中数据积累的方法演变和概念以及随后的数据挖掘使用是有前景的,因为白俄罗斯同一it开发部门正在组织。本文描述了基于数据仓库技术创建面向存储和实践的数据分析系统的一般概念。存储层通用系统设计和数据处理的主要方面是采用扩展数据仓库的方法,基于存储数据的通用平台,允许访问存储和后续数据分析不同的结构和学科领域具有复合点(节点)和扩展功能,具有数据结构选择选项,用于数据存储和后续的系统内集成。描述了通用系统的通用架构,存储和分析面向实践的数据、结构要素。面向实践的数据存储与处理通用系统的主要组成部分是:在线数据源、etl过程、数据仓库、分析子系统、用户。数据的分析处理、信息的检索、文档的存储以及为外部访问系统功能提供软件接口是系统的重要组成部分。一个基于描述概念的通用系统将允许收集不同学科领域的信息,得到分析总结,进行数据处理,并应用适当的数据挖掘方法和算法。
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发文量
29
审稿时长
8 weeks
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