微服务的可视化

S. Silva, Jaime Correia, André Bento, Filipe Araújo, R. Barbosa
{"title":"微服务的可视化","authors":"S. Silva, Jaime Correia, André Bento, Filipe Araújo, R. Barbosa","doi":"10.1109/IV53921.2021.00028","DOIUrl":null,"url":null,"abstract":"Microservice architectures have become very popular and widely adopted by the industry, because of the benefits they bring to the software development process and resulting systems, such as parallel development, modularity and scalability. However, as interfaces become more fine-grained and systems grown in size, complexity is moved from the component services to their interactions, eventually leading to intricate workflows that are hard to observe, visualize, and understand. This problem is compounded by the typically high workloads that produce intractable amounts of observation data. To deal with these challenges, operators need support from tools able to take in observation data, in particular tracing, and provide a fast and intuitive understanding of which components or workflows require attention and how are they affecting a module, service, instance, or the whole application. In this paper, we present the design of a microservice visualization application that can fill a gap that exists in leveraging tracing data, aggregating and navigating it in ways that are actionable for operators. Our application provides multiple views of the system and uses spatial and hierarchical navigation using flip zoom to simplify their exploration, while preserving context. Our application can provide a better understanding of the system than existing applications that lack navigability and do not preserve context when switching between different services, layers or views.","PeriodicalId":380260,"journal":{"name":"2021 25th International Conference Information Visualisation (IV)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"μ Viz: Visualization of Microservices\",\"authors\":\"S. Silva, Jaime Correia, André Bento, Filipe Araújo, R. Barbosa\",\"doi\":\"10.1109/IV53921.2021.00028\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Microservice architectures have become very popular and widely adopted by the industry, because of the benefits they bring to the software development process and resulting systems, such as parallel development, modularity and scalability. However, as interfaces become more fine-grained and systems grown in size, complexity is moved from the component services to their interactions, eventually leading to intricate workflows that are hard to observe, visualize, and understand. This problem is compounded by the typically high workloads that produce intractable amounts of observation data. To deal with these challenges, operators need support from tools able to take in observation data, in particular tracing, and provide a fast and intuitive understanding of which components or workflows require attention and how are they affecting a module, service, instance, or the whole application. In this paper, we present the design of a microservice visualization application that can fill a gap that exists in leveraging tracing data, aggregating and navigating it in ways that are actionable for operators. Our application provides multiple views of the system and uses spatial and hierarchical navigation using flip zoom to simplify their exploration, while preserving context. Our application can provide a better understanding of the system than existing applications that lack navigability and do not preserve context when switching between different services, layers or views.\",\"PeriodicalId\":380260,\"journal\":{\"name\":\"2021 25th International Conference Information Visualisation (IV)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2021 25th International Conference Information Visualisation (IV)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/IV53921.2021.00028\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 25th International Conference Information Visualisation (IV)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IV53921.2021.00028","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

微服务架构已经变得非常流行,并被业界广泛采用,因为它们给软件开发过程和最终系统带来了好处,比如并行开发、模块化和可伸缩性。然而,随着接口变得更细粒度和系统规模的增长,复杂性从组件服务转移到它们的交互,最终导致难以观察、可视化和理解的复杂工作流。这个问题由于通常产生难以处理的大量观测数据的高工作量而变得更加复杂。为了应对这些挑战,运营商需要能够接收观测数据(特别是跟踪)的工具的支持,并提供快速直观的理解哪些组件或工作流需要关注,以及它们如何影响模块、服务、实例或整个应用程序。在本文中,我们展示了一个微服务可视化应用程序的设计,它可以填补在利用跟踪数据、以操作员可操作的方式聚合和导航数据方面存在的空白。我们的应用程序提供了系统的多个视图,并使用空间和分层导航,使用翻转缩放来简化他们的探索,同时保留上下文。我们的应用程序可以提供对系统更好的理解,而现有的应用程序缺乏可导航性,并且在不同的服务、层或视图之间切换时不能保留上下文。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
μ Viz: Visualization of Microservices
Microservice architectures have become very popular and widely adopted by the industry, because of the benefits they bring to the software development process and resulting systems, such as parallel development, modularity and scalability. However, as interfaces become more fine-grained and systems grown in size, complexity is moved from the component services to their interactions, eventually leading to intricate workflows that are hard to observe, visualize, and understand. This problem is compounded by the typically high workloads that produce intractable amounts of observation data. To deal with these challenges, operators need support from tools able to take in observation data, in particular tracing, and provide a fast and intuitive understanding of which components or workflows require attention and how are they affecting a module, service, instance, or the whole application. In this paper, we present the design of a microservice visualization application that can fill a gap that exists in leveraging tracing data, aggregating and navigating it in ways that are actionable for operators. Our application provides multiple views of the system and uses spatial and hierarchical navigation using flip zoom to simplify their exploration, while preserving context. Our application can provide a better understanding of the system than existing applications that lack navigability and do not preserve context when switching between different services, layers or views.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信