来源:面向服务计算的当前方向和未来挑战

C. C. Venters, P. Townend, L. Lau, K. Djemame, V. Dimitrova, A. Marshall, Jie Xu, Charlie Dibsdale, Nick Taylor, J. Austin, John McAvoy, M. Fletcher, Stephen Hobson
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引用次数: 4

摘要

现代组织越来越依赖于在分布式、异构数据源和服务中存储和处理的信息来做出关键的、高价值的决策。面向服务的系统本质上是动态的,并且正在成为越来越复杂的系统的系统。在这样的系统中,了解数据的来源对于确定数据的有效性和可靠性是非常重要的。为了解决这个问题,许多倡导者和理论家假设,来源对于建立对数据和生成数据的服务的信任至关重要,因为它为数据消费者判断结果的完整性提供了证据。本文概述了溯源研究的概况,重点介绍了溯源研究在面向服务计算领域的应用。本文的目的不是提供对来源文献的详尽调查,而是强调与使用来源作为提高分布式计算环境中使用的数据信任机制相关的关键工作、主题、挑战和问题以及新兴领域。
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Provenance: Current directions and future challenges for service oriented computing
Modern organizations increasingly depend heavily on information stored and processed in distributed, heterogeneous data sources and services to make critical, high-value decisions. Service-oriented systems are dynamic in nature and are becoming ever more complex systems of systems. In such systems, knowing how data was derived is of significant importance in determining its validity and reliability. To address this, a number of advocates and theorists postulate that provenance is critical to building trust in data and the services that generated it as it provides evidence for data consumers to judge the integrity of the results. This paper provides an overview of provenance research with an emphasis on its application in the domain of service-oriented computing. The goal of this paper is not to provide an exhaustive survey of the provenance literature but rather to highlight key work, themes, challenges and issues as well as emerging areas related to the use of provenance as a mechanism for improving trust in data utilized in distributed computing environments.
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