How do I fix DNS flood queries overload in cloudflare problem?

Dear All Experts

I'm facing a big problem in DNS queries recently it happens two times daily i guess with over 700 dns queries and it used to be even more like 1300 in just single second , it seems as some sort of sophisticated DNS DDOS attack or something , any tips or ways to help and avoid such ones.

problem shown in photo below.
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