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Distributed Tracing

advanced
monitoring
Enhanced Content

Definition

A technique for tracking a single request as it travels through many different services in a cloud application. Like following a package through the postal system — you can see every stop it made, how long it spent at each location, and where any delays occurred.

Real-World Example

An online retailer uses AWS X-Ray to trace a customer's checkout request as it passes through 12 different microservices (cart, payment, inventory, shipping, notification), quickly identifying that a 3-second delay is caused by the inventory service making redundant database calls.

Cloud Provider Equivalencies

All provide distributed tracing to follow requests across services using trace/span IDs. AWS X-Ray and Azure Application Insights include deeper service maps and integrations; GCP Cloud Trace focuses on trace collection/analysis and commonly pairs with Cloud Logging/Monitoring; OCI APM provides tracing plus service topology and performance analytics.

AWS
AWS X-Ray
AZ
Azure Monitor Application Insights (Distributed Tracing)
GCP
Cloud Trace
OCI
OCI Application Performance Monitoring (APM)

Compare Across Cloud Providers

Distributed Tracing is available across all major cloud platforms. Compare equivalent services:

AWS
AWS X-Ray
Azure
Azure Application Insights
Google Cloud
Cloud Trace
Oracle Cloud
OCI Application Performance Monitoring

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