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An Assessment Framework for Data-Centric Systems

机译:数据以数据为中心的评估框架

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Standardisation, organisation and control have brought economic benefits through the application of computer based systems to large governmental, industrial and retail organisations. These benefits are also being sought from areas and organisations with a safety related context. Typically these systems employ standardised applications and large volumes of data. Such data represents individuals, system elements, their relationships and histories. Application areas span health care provision to transportation, welfare to governmental policy. In these systems it is often unclear how data errors influence the overall system behaviour or individual system outcomes. This paper provides a framework to classify the use (and reuse) of data within such systems. In addition this paper seeks to identify the 'barriers to escalation' that would mitigate the influence of data errors on system safety and restrict their propagation across the connected systems.
机译:标准化,组织和控制通过将基于计算机的系统应用于大型政府,工业和零售组织来带来经济效益。这些福利也正在寻求具有安全相关背景的地区和组织。通常,这些系统采用标准化的应用和大量数据。此类数据代表个人,系统元素,其关系和历史。应用领域跨度卫生保健提供运输,福利对政府政策。在这些系统中,通常不清楚数据错误如何影响整个系统行为或单个系统结果。本文提供了一个框架,用于对此类系统内的数据进行分类(和重用)。此外,本文旨在识别“升级的障碍”,这将减轻数据误差对系统安全性的影响,并限制它们在连接系统上的传播。

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