Hi, I've worked with AWS since five years ago, mostly using Ubuntu Server as OS on my instances; I have experience configuring and managing high-availability infrastructure with Apache and Tomcat, those platforms had been very stable and so much demanded with very high rates of traffic.
My experience with AWS is with: EC2, SES, Elastic LoadBalancer, EBS, CloudWatch, among others.