Monitoring 500 Errors Across ECS Services Behind a Load Balancer

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I have many ECS services on Fargate. Only one service communicates with the load balancer, and traffic to the other services goes through that gateway service. The other services make internal calls to each other. I can't monitor errors properly because CloudWatch metrics are only available for the service connected to the ALB. While I receive alerts, I don't understand which service is getting the 500 errors because traffic to the other services is routed through the load balancer. Therefore, I need to monitor the 500 errors for all services. Please don't suggest finding this by filtering logs, as the services log in different formats, and the status code may not be written in the logs

2 Answers
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To effectively monitor 500 errors across all your ECS services on Fargate, including those not directly connected to the Application Load Balancer (ALB), you'll need to implement a more comprehensive monitoring strategy. Here are some approaches you can consider:

  1. Service Connect: If you're not already using it, consider implementing AWS ECS Service Connect for your internal service-to-service communication. This will allow you to monitor traffic between services and provide metrics for all services, not just the one connected to the ALB.

  2. Custom Metrics: Implement custom CloudWatch metrics within each of your ECS services. You can have your applications report their own 500 error counts directly to CloudWatch, regardless of how the traffic reaches them.

  3. Distributed Tracing: Implement a distributed tracing solution like AWS X-Ray or a third-party APM (Application Performance Monitoring) tool. This will allow you to trace requests as they flow through your entire system, making it easier to identify which service is generating 500 errors.

  4. Standardize Logging: While you mentioned not to suggest log filtering due to different formats, standardizing your logging across services would greatly simplify error monitoring. Consider implementing a consistent logging format across all services.

  5. Load Balancer Request Tracing: Enable request tracing on your ALB. This adds a unique ID to each request via the X-Amzn-Trace-Id header. You can then correlate this ID with your application logs to track requests across services.

  6. Service Mesh: Consider implementing a service mesh solution like AWS App Mesh. This can provide consistent observability across all your services, including detailed metrics on errors and latency.

By combining these approaches, you should be able to gain visibility into 500 errors across all your ECS services, regardless of whether they're directly connected to the ALB or not. This will allow you to quickly identify which specific service is experiencing issues when you receive an alert.

Remember, the key is to implement a solution that provides end-to-end visibility across your entire application stack, rather than relying solely on the metrics provided by the ALB.

Sources
Should incoming traffic to an ECS service go through service connect for monitoring purposes? | AWS re:Post
Is there a way to track which ECS task a request is forwarded to by a NLB? | AWS re:Post

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answered 12 days ago
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reviewed 12 days ago
  • This is somethng you are going to have to build into your ECS Services ie. Point 2 and then create filters. ALB logs log 500 Errors if its behind an ALB and you have logging enabled. Otherwise its down to your own logging methods

  • I tried using AWS Service Connect, but it doesn't provide metrics for incoming traffic with 5xx status codes. I am considering using AWS X-Ray instead. If I integrate X-Ray, will it provide information about 5xx error status codes?

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Hello Tatev,

You can have HTTP 5xx error metrics with Service Connect if your services don't use ELB.

From AWS Docs:

HTTPCode_Target_5XX_Count
The number of HTTP response codes with numbers 500 to 599 generated by the applications in these tasks. These tasks are the targets. This metric only counts the responses sent to the Service Connect proxies by the applications in these tasks, not responses sent directly.

This metric is only available if you have configured Amazon ECS Service Connect and the appProtocol is HTTP or HTTP2 in the port mapping in the task definition.

Useful statistics: Average, Minimum, Maximum, Sum.

Unit: Count.
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answered 9 hours ago

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