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3.2.2. AWS X-Ray for Distributed Tracing

First Principle: AWS X-Ray provides end-to-end visibility into requests as they traverse distributed applications, enabling developers to precisely identify performance bottlenecks and errors across multiple services.

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In this X-Ray trace, it's immediately clear the external API call (2500ms) is the bottleneck — not DynamoDB or S3. Without tracing, you'd be guessing.

In modern, distributed applications (especially those using microservices or serverless architectures), a single user request might traverse many different services and components. AWS X-Ray helps developers understand how their application and its underlying services are performing.

  • Distributed Tracing: Collects data about requests that your application serves and traces them as they flow through various components.
  • Service Map: Visualizes the components of your application and their connections, showing latency and error rates for each. This helps identify unhealthy services or bottlenecks.
  • Segment Timelines: Provides a detailed breakdown of what each service or component is doing within a trace, showing execution time for each step.
  • Integration: Easily integrate with AWS Lambda, Amazon API Gateway, Amazon EC2, Amazon ECS, AWS Elastic Beanstalk, and AWS SDKs (for custom instrumentation).
  • Annotation & Metadata: Developers can add custom annotations and metadata to traces for more context during debugging.

Scenario: You're developing a microservices application where a single user request passes through API Gateway, then a Lambda function, and finally interacts with a DynamoDB table. Users report intermittent delays, and you need to pinpoint where the latency is occurring.

CloudWatch vs. X-Ray: When to Use Which
QuestionUse CloudWatchUse X-Ray
"What happened?"āœ… Logs show errors, outputāŒ
"How is it performing?"āœ… Metrics show duration, errors, throttlesāŒ
"Alert me when..."āœ… Alarms on metrics/log patternsāŒ
"Where is the bottleneck?"āŒāœ… Service map + trace analysis
"Which downstream call failed?"āŒāœ… Segments and subsegments
"How do services interact?"āŒāœ… Service map visualization

āš ļø Exam Trap: X-Ray requires both the X-Ray SDK in your code AND the X-Ray daemon running on the host (or enabled on the Lambda service). Missing either one means no traces. On Lambda, you enable "active tracing" — you don't run a daemon.

Alvin Varughese
Written byAlvin Varughese•Founder•15 professional certifications