Application logs should be shipped over the network to either your own ELK infrastructure or some hosted solution like Loggly, Logentries or Papertrail. Boot logs can be obtained from your infrastructure (like EC2 instance logs).
I used to to do OSI international interconnect support an testing for my sins many moons ago.