This is actually fairly common. ELB scales up as your traffic scales up but it can not handle tsunami levels of traffic. It can only handle incremental level increases of traffic. You have to contact Amazon support to get them to fix your ELB at a larger instance for the entire life of the instance.

One the major down sides of Amazon AWS.