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enable caching on everything.
what konrad said +
cloudflare(caching on) + nginx (caching on) + php-fpm (caching on) + mysql + elastic (dont use sphinx , its shit)
you have to find bottleneck and add multiple server for it or hire expert and optimize it.
lets say mysql is your bottleneck and add multiple mysql servers .,
good luck.
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