Modern distributed systems are highly dynamic and scalable, requiring monitoring solutions that can adapt to rapid changes. Monitoring systems that rely on external probes can only achieve adaptation through expensive operations such as deployment, undeployment, and reconfiguration. This poster paper introduces ReProbes, a class of adaptive monitoring probes that can handle rapid changes in data collection strategies. ReProbe offers controllable and configurable self-adaptive capabilities for data transmission, collection, and analysis methods. The resulting architecture can effectively enhance probe adaptability when qualitatively compared to state-of-the-art monitoring solutions.

翻译：现代分布式系统具有高度动态性和可扩展性，需要能够适应快速变化的监控解决方案。依赖外部探针的监控系统只能通过部署、卸载和重新配置等昂贵操作来实现适应性。本海报论文介绍了ReProbes——一类能够处理数据收集策略快速变化的自适应监控探针。ReProbe为数据传输、收集和分析方法提供了可控且可配置的自适应能力。与最先进的监控解决方案进行定性比较表明，所提出的架构能有效提升探针的适应性。