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Data Cleansing for Service-Oriented Architecture

机译:面向服务架构的数据清理

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摘要

Service-Oriented Architecture (SOA) is a new paradigm for integrating distributed software, especially e-Business application. It is essential to exchange reliable data between services. In this paper, we propose a methodology for detecting and cleansing dirty data between services, which is different from cleansing static and large data on database systems. We also develop a data cleansing service based on SOA. The service for cleansing interacting data makes it possible to improve the quality of services and to manage data effectively for a variety of SOA-based applications. As an empirical study, we applied this service to clean dirty data between CRM and ERP services and showed that the dirty data rate could be reduced by more than 30%.
机译:面向服务的体系结构(SOA)是用于集成分布式软件(尤其是电子商务应用程序)的新范例。在服务之间交换可靠的数据至关重要。在本文中,我们提出了一种用于检测和清除服务之间的脏数据的方法,该方法不同于清除数据库系统上的静态数据和大数据。我们还开发了基于SOA的数据清理服务。用于清除交互数据的服务可以提高服务质量,并可以有效地管理各种基于SOA的应用程序的数据。作为一项实证研究,我们将该服务应用于CRM和ERP服务之间的脏数据清理,结果表明,脏数据率可以降低30%以上。

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