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Apart from improvements in codes, one could also tweak web servers and caching packages. I have used two different stacks, LAMP and another one. While LAMP is easy to setup but it is not really that fast. The other stack I have using and currently using is Apache, nginx, Memcached, Varnish and PHP-FPM, which is the stack support by Cloudways platform (https://www.cloudways.com/en/drupal-cloud-hosting.php ) that I am using to host my website. This stack is optimized to focus on speed through caching and quick processing of PHP codes with FastCGI. I would recommend you try this stack or this platform and run benchmarks of your Drupal website to see how much it will improve the performance.

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