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For the purposes of scaling EC2 instances, you can consider Classic Load Balancer Latency CloudWatch metric and Application Load Balancer TargetResponseTime CloudWatch metric equivalent. However, you may see that the TargetResponseTimes are much higher as explained below.
Link: https://discuss.newrelic.com/t/difference-between-response-time-and-aws-elb-latency/33713
@chris_hansen - There are many different reasons those metrics may show different values. The response time of the application is going to include all requests handled by your application, including internal calls that trigger additional or async transaction while depending on your specific configuration the ELB is only going to record the time spent between the request leaving the ELB and the response being returned. Any additional work done by your application after that response most likely will not be tracked by the ELB metric.
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