In general, 504 Gateway Timeout is caused by the using the Elastic Load Balancer (ELB) address. When the ELB is unable to reach the underlying url of the request page during the short process-intensive period required for the database setup, the ELB serves the user a 504 error.
Our problem was not straight case with few challenges to understand. Got a recent/relevant blog which is the exact match of our current production scenarios. Recommended solution is that all relevant backend timeouts (not just explicit CF keepalive timeouts) must be larger than the ELB’s idle timeout.
Ref: https://sigopt.com/blog/the-case-of-the-mysterious-aws-elb-504-errors/
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