在云端设备场景中研究轻量化微服务组合技术
Hanqi Li1, Xianhui Liu1, Weidong Zhao1
1School of Electronics and Information Engineering, Tongji University, Shanghai 200092, China.
Sensors (Basel, Switzerland)
|July 14, 2023
概括
本研究介绍了工业互联网的轻量化工作流体系结构,优化云端集成. 它通过改善资源利用和数据流来增强中小企业的数字化转型.
科学领域:
- 计算机科学 计算机科学
- 软件工程 软件工程 软件工程
- 分布式系统 分布式系统
背景情况:
- 互联网公司越来越多地采用云原生技术和微服务.
- 工业互联网建设和中小企业的数字化转型面临着资源整合和复杂的工作流等挑战.
- 传统的工作流体系结构是资源密集型的,不适合边缘计算环境.
研究的目的:
- 为云边缘场景提出一个轻量级和高效的工作流体系结构.
- 在资源有限的环境中解决传统工作流程的局限性.
- 为中小企业优化数字化转型流程.
主要方法:
- 开发了一种新的工作流体系结构,将轻量级的工作流引擎与Kubernetes运营商结合起来.
- 专注于将云微服务与边缘设备集成.
- 设计用于资源有限的边缘计算场景.
主要成果:
- 显著减少工作流执行时间.
- 在云微服务和边缘设备之间实现统一的数据流.
- 已证明适用于资源有限的边缘环境.
结论:
- 拟议的云端工作流体系结构提供了一个轻量级和高效的解决方案.
- 它有效地克服了工业互联网环境中传统工作流程的局限性.
- 通过加强资源整合和数据管理,为中小企业实现更顺的数字化转型.
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