Based on the Google Research paper titled Dapper, a large-scale distributed systems tracing infrastructure, Zipkin is an open source project that operationalizes what was conceived in the paper. Zipkin helps architects troubleshoot and optimize latency within their microservice architectures by asynchronously collecting span data, and rationalizing this data through a UI (https://zipkin.io/).