I've a django application serving 10k+ users daily, that application has everything to be on the top of performance metrics but still some API's have high latencies, application serves lots of pages with nice css and various images, on most the pages they are being served by s3 while on some it's via django static files. We have implemented caching on akamai for every static file that application serves, whenever that cache disappears latency of each and every API spikes exponentially, at that time even loading metrics becomes a pain, server does not pick those requests. Can anyone suggest what's going on here.
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