为云原生应用程序提供高效的服务网格流量管理
Rizwan Ahmed1, Shuyang Ren2, Eunsam Kim3
1Department of Computer Science, Hanyang University, Seoul, Korea.
PloS one
|March 12, 2026
概括
本研究介绍了服务分区,用于管理云原生应用程序中的微服务流量,改善资源分配,并在高网络延迟期间将响应时间减少15%.
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
背景情况:
- 云原生架构和微服务提供弹性和可扩展性,但在管理服务对服务流量和故障方面面临挑战.
- 现有的解决方案与实时交通动态作斗争,导致资源浪费和通信延迟.
研究的目的:
- 增强基于微服务的应用程序中的资源分配和流量控制.
- 在云原生环境中提高微服务的性能和可靠性.
主要方法:
- 使用基于图形的技术将服务分区用于集群服务.
- 通过持续监控应用程序行为来优化资源使用和通信效率.
主要成果:
- 在高网络延迟条件下,响应时间缩短了高达15%.
- 在微服务性能和可靠性方面显著改进.
结论:
- 服务分区是管理复杂的云原生微服务应用程序的有效策略.
- 拟议的方法解决了当前解决方案在处理实时交通动态方面的局限性.
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