Design a Distributed Tracing System

Develop a comprehensive distributed tracing system that provides visibility into the lifecycle of requests and transactions across microservices and distributed components. The system should enable developers and operators to trace the execution path of requests, identify performance bottlenecks, and diagnose failures or latency issues in a distributed architecture.