Research and Implementation of a Universal ETL Management Platform Based on Telecom Industry

He Li, Zang Miao, C. Liang
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引用次数: 2

Abstract

ETL is an important process in building data warehouse. For processing large volume of data and accessing to heterogeneous multi-data sources, how to efficiently shorten the execution time and possess the ability of general accessing data sources is a big challenge. Aiming at the special requirements of telecommunication decision support system, this paper proposes a solution of a general ETL management platform, realizing such functions as accessing several heterogeneous data sources and monitoring ETL process. Considering the characteristic of massive data in telecom system, by means of thread pool technologies, this ETL management platform improves the multithreading technology to raise the ETL efficiency and resource utilization. At last, the system results prove this solution is efficient and valid.
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基于电信行业通用ETL管理平台的研究与实现
ETL是构建数据仓库的一个重要过程。对于处理大量数据和访问异构多数据源,如何有效地缩短执行时间并具有通用访问数据源的能力是一个很大的挑战。针对电信决策支持系统的特殊需求,提出了通用ETL管理平台的解决方案,实现了对多个异构数据源的访问和ETL过程的监控等功能。该ETL管理平台针对电信系统中海量数据的特点,通过线程池技术对多线程技术进行改进,提高ETL的效率和资源利用率。最后,系统运行结果证明了该方案的有效性。
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