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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 four provide end-to-end request tracing across distributed services. AWS X-Ray and Azure Application Insights commonly integrate with OpenTelemetry; GCP Cloud Trace focuses on trace collection/analysis (often via OpenTelemetry); OCI APM provides tracing plus broader APM features like service maps and performance analytics.

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

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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