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To dynamically monitor services and diagnosing causes of potential problems, we need to acquire essential information about atomic services. A challenge is how we tap the service middleware and acquire low-level runtime data about atomic services. In this paper, we present a design of dynamic monitor which gathers quality-related data of running services deployed on Enterprise Service Bus. We show the architecture of dynamic monitor, and present an implementation of the monitor on open source platform.