arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2005.04643cs.SE
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纠正和控制复杂的IoT系统:系统异常分类的评价

Correct and Control Complex IoT Systems: Evaluation of a Classification for System Anomalies

Sina Niedermaier, Stefan Heisse, Stefan Wagner

摘要:

在实践中,团队之间关于系统异常的精确沟通存在缺陷,无法在操作复杂物联网系统的不同团队中执行故障排除和事后分析。我们评估质量在使用IEEE标准的适应。1044-2009,目的是将故障检测和故障反应的处理与缺陷处理及其缺陷纠正选项区分开来。我们扩展了IEEE标准的范围。1044-2009从仅与软件相关的异常到与复杂物联网系统相关的异常。为了评价我们分类的使用质量,在Robert Bosch GmbH进行了一项研究。我们将我们的适应应用于物联网解决方案的事后分析,并通过与三个利益相关者进行访谈来评估使用质量。我们的适应得到了有效的应用,团队间的沟通以及迭代和归纳学习对产品改进的促进作用得到了加强。需要进一步的培训和实践。

英文摘要:

In practice there are deficiencies in precise interteam communications about system anomalies to perform troubleshooting and postmortem analysis along different teams operating complex IoT systems. We evaluate the quality in use of an adaptation of IEEE Std. 1044-2009 with the objective to differentiate the handling of fault detection and fault reaction from handling of defect and its options for defect correction. We extended the scope of IEEE Std. 1044-2009 from anomalies related to software only to anomalies related to complex IoT systems. To evaluate the quality in use of our classification a study was conducted at Robert Bosch GmbH. We applied our adaptation to a postmortem analysis of an IoT solution and evaluated the quality in use by conducting interviews with three stakeholders. Our adaptation was effectively applied and interteam communications as well as iterative and inductive learning for product improvement were enhanced. Further training and practice are required.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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