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P2 Transforming Monolithic Applications to Microservices with Mono2Micro

使用 Mono2Micro 将单体应用转换为微服务
ASE 2021 36th IEEE/ACM International Conference on Automated Software Engineering (ASE)2021匹配度 2/10 · 该论文讨论单体 Java 应用向微服务重构的工具与工业实践,虽涉及程序分析和代码生成,但应用场景是传统应用现代化,而非用户关注的在 ML/Agentic 程序中应用静态分析、LLM 与静态分析/形式化验证交叉、浮点程序分析或贝叶斯程序分析。其工业案例和工具落地偏好有一定重合,但研究方向整体不匹配。引用 1 inbox
crossref: 2026-09-12crossref: 2026-09-12

AI 速览

一句话:介绍将单体 Java 应用重构为微服务的工具支持方法,结合工业案例与动手实验。

企业正将生产负载迁移到云端以获取弹性、可扩展性等优势,但约 80% 的遗留应用仍为本地单体架构,需要分解为微服务。本教程以工业案例研究为支撑,阐述遗留应用现代化与迁移的动机,并详细介绍一种工具支持的方法——Mono2Micro,用于将单体 Java 应用转换为微服务。教程还包含一个虚拟动手实验室,参与者在真实企业应用上实践所学概念。最后,讨论应用现代化领域未来有前景的研究方向。该摘要为教程形式,未提供完整演示文稿,因此无具体实验数据或量化结果。

问题
企业大量遗留单体应用难以直接利用云原生优势,亟需分解为微服务,但缺乏系统化、工具支持的重构方法。
方法
教程介绍 Mono2Micro 工具支持的方法,通过分析单体 Java 应用来辅助将其转换为微服务,并配有工业案例研究和虚拟动手实验。
评估
通过说明性工业案例研究和一个在真实企业应用上的动手虚拟实验室来展示方法;最后讨论应用现代化领域的未来研究方向。
原文摘要(Abstract)

Summary form only given, as follows. The complete presentation was not made available for publication as part of the conference proceedings. Enterprises are increasingly moving their production workloads to the cloud to take advantage of capabilities, such as streamlined provisioning of infrastructure and services, elasticity, scalability, reliability, and security. To leverage such capabilities, monolithic applications typically have to be decomposed to cloud-native architectures, such as microservices. A microservice encapsulates a small and well-defined set of business functionalities and interacts with other services using lightweight mechanisms, often implemented as RESTful APIs. A recent report shows that only 20% of the enterprise workloads are in the cloud, and they were predominately written for native cloud architectures. This leaves 80% of legacy applications onpremises, waiting to be refactored and modernized for the cloud. In this tutorial, we will discuss the motivation—supported by illustrative industrial case studies—for modernizing and migrating legacy applications to cloud. We will then present a detailed tool-supported approach for transforming a monolithic Java application into microservices. This will be followed by a handson virtual lab, where participants will have the opportunity to apply the learned concepts on a real-world enterprise application. Finally, we will conclude the tutorial with a discussion of promising directions for future research more broadly in the area of application modernization.

链接与引用

DOI 原文 ·

BibTeX
@inproceedings{paperbot6598,
  title = {Transforming Monolithic Applications to Microservices with Mono2Micro},
  author = {},
  booktitle = {ASE},
  year = {2021},
  doi = {10.1109/ase51524.2021.9678878}
}