Hello,
It seems like there's a PHP processor consuming the CPU, thus it takes too much time to respond, I would recommend starting monitoring the processors, and watch out for the queries.
I have over 7 years of experience in eCommerce Development and over 6 years in Magento.
Looking forward to hearing from you.
Sincerely,
Ibrahim Saleh
MageSuper, Ltd