Version-Based Microservice Analysis, Monitoring, and Visualization

Shang-Pin Ma, I-Hsiu Liu, Chun-Yu Chen, Jiun-Ting Lin, Nien-Lin Hsueh
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引用次数: 15

Abstract

Semantic versioning (SemVer) was widely used in the development of microservice systems to place limits on the configuration and growth of service versions. SemVer can suppress the complexity of MSAs; however, the interactions among various elements (e.g., services, endpoints, versions) remain difficult to manage. Therefore, this paper presents a tool for monitoring microservice systems, generating visualized version-based service dependency graphs, and providing graph search services. The proposed scheme is called Version-based Microservice Analysis, Monitoring, and Visualization (VMAMV). This system automatically detects potential design problems for microservice with multiple versions in design time, discover service anomalies for all service versions in runtime, and immediately notifies users of problems shortly after they occur. The conducted experiments show that VMAMV is feasible and effective on the detection of problems and anomalies for microservice development and operation.
基于版本的微服务分析、监控和可视化
语义版本控制(SemVer)广泛用于微服务系统的开发,以限制服务版本的配置和增长。SemVer可以抑制msa的复杂性;然而,各种元素(例如,服务、端点、版本)之间的交互仍然难以管理。因此,本文提出了一种工具,用于监控微服务系统,生成可视化的基于版本的服务依赖图,并提供图搜索服务。提出的方案称为基于版本的微服务分析、监控和可视化(vamv)。该系统在设计时自动检测具有多个版本的微服务的潜在设计问题,在运行时发现所有版本的服务异常,并在出现问题后立即通知用户。实验结果表明,vamv在微服务开发和运营中问题和异常检测是可行和有效的。
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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