基于Petri网的微服务故障检测

Sulochan Naik, Meenakshi D'Souza
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引用次数: 0

摘要

尽管微服务在全球范围内得到了更高的采用,但在早期阶段(如需求和设计阶段)缺乏对可能的故障检测的工作。我们提出了一种使用模型检查CTL规范和SMT求解器来检测故障的新方法。涉及微服务的系统需求被映射到Netflix的Conductor规范,该规范随后被转换为Petri网以进行进一步分析。对转换后的Petri网进行遍历分析不仅使我们能够检测到错误的规范,而且可以纠正它并采用更好的设计。我们在TrainTicket基准测试系统上尝试了我们的方法,使用我们的方法,我们能够从基准测试应用程序中检测到7个故障。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection of Faults in Microservices using Petri Nets
Despite higher adoption of Microservices worldwide, there is a lack of work on possible fault detection during early phases such as at requirements and design phase. We propose a novel way to detect faults using model checking CTL specifications and a SMT solver. Requirements of a system involving microservices are mapped to Netflix’s Conductor specification which is later converted into Petri nets for further analysis. Traversal analysis on the converted Petri nets not only allows us to detect a faulty specification but to correct it and adopt a better design. We tried our methodology on the TrainTicket benchmark system and we are able to detect seven faults from the benchmark application using our approach.
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