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I just do not understand the reason for this but the plesk panel is very slow. Which is strange considering that all of my websites are fast uploading.
I discovered the cause of the problem.
RAM consumption was very high due to MariaDB 10.2. Usage reached peak, about 95% and this made my panel run slow and unavailable. I rebooted and fixed.
I am monitoring memory usage and so far everything is normal. If consumption increases I will analyze MariaDB processes better. I am currently using MariaDB 10.1. I installed following the official Plesk documentation.