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、撤销部署和重新配置等高成本操作实现自适应。本海报论文提出ReProbes，一类可处理数据采集策略快速变化的自适应监控探针。ReProbe为数据传输、采集和分析方法提供可控且可配置的自适应能力。与现有最先进的监控方案进行定性比较时，所提出的架构能有效增强探针的自适应性。