A self-adaptive system can dynamically monitor and adapt its behavior to preserve or enhance its quality attributes under uncertain operating conditions. This article identifies key challenges for the development of microservice applications as self-adaptive systems, using a cloud-based intelligent video surveillance application as a motivating example. It also suggests potential new directions for addressing most of the identified challenges by leveraging existing microservice practices and technologies.

中文翻译：

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开发自适应微服务系统：挑战和方向

自适应系统可以动态监控和调整其行为，以在不确定的操作条件下保持或增强其质量属性。本文以基于云的智能视频监控应用程序为例，确定了将微服务应用程序开发为自适应系统的关键挑战。它还提出了潜在的新方向，通过利用现有的微服务实践和技术来解决大多数已确定的挑战。