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In the tutorial, the speaker explains the importance of understanding how requests traverse multiple services and contribute to overall latency in complex applications. Distributed tracing captures the latency of user requests and shows how long each service takes to return a response. The tutorial uses OpenTelemetry to capture latency in distributed applications and analyzes it using Cloud Trace. The basics of distributed tracing were described in Google's research paper on the Dapper distributed tracing framework.