How does distributed tracing differ from traditional logging and monitoring?
- Distributed tracing focuses on tracking requests as they traverse various services in a microservices architecture, providing end-to-end visibility. Traditional logging captures events and errors but lacks the context of request flow. Monitoring involves tracking system metrics, often lacking detailed request-level insights.
- Distributed tracing is primarily concerned with server-side events, while traditional logging focuses on client-side interactions.
- Distributed tracing is suitable only for monolithic applications, while traditional logging and monitoring are better for microservices.
- Traditional logging and monitoring provide real-time insights, whereas distributed tracing is retrospective in nature.
Distributed tracing is designed to follow the journey of a request across services, offering a comprehensive view of its path. Traditional logging captures events without the contextual flow, and monitoring deals with system-level metrics.
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