Why is my auto scaling EC2 instance reported as 'out of service' by the load balancer?

Usually the fact that you get "firefox can't find ..." when you try to access the instance directly means that the service is down. Try to login on the instance check if the service is alive, also check the firewall rules which might block internet/elb requests. Check also your ELB health-check it's a good place to start.

If you still have issues try to post some debug information like instance netstat, elb describe, parameters.

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