Information as a Service in a Data Analytics Scenario - A Case Study

Vishal Dwivedi, Naveen N. Kulkarni
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引用次数: 12

Abstract

In this work we present a case study of a SOA realization exercise at a business information provider firm, which deals with disparate sources of data in-order to provide reliable reports to its clients. Unlike typical enterprise scenarios, where applications are required to be service enabled, the key requirement here was to service enable its data acquisition, quality check, reporting and other processes which are either mostly manual or ETL based workflows. This paper also addresses how shared services, business processes, rules, and semantics are used to provide quality and agility to the internal processes many of which are entirely dependent on the type of data received. The case and the scenario are chosen specifically to emphasize the fact, that mere web-services implementation does not lead to service oriented architecture, but it is the appropriate usage of them.
数据分析场景中的信息即服务-案例研究
在本文中,我们介绍了一个业务信息提供商公司的SOA实现练习的案例研究,该公司处理不同的数据源,以便向客户提供可靠的报告。与要求应用程序启用服务的典型企业场景不同,这里的关键需求是服务启用其数据采集、质量检查、报告和其他流程,这些流程大多是手动的或基于ETL的工作流。本文还讨论了如何使用共享服务、业务流程、规则和语义为内部流程提供质量和敏捷性,其中许多内部流程完全依赖于接收到的数据类型。选择这个案例和场景是为了强调这样一个事实,即单纯的web服务实现不会导致面向服务的体系结构,但这是对它们的适当使用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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