Does choice of programming language affect protection against DoS, specifically Ping Flood?

I am building a REST website and have to pick programming tools based on their protection against DoS, specifically Ping Flood.

I have searched multiple blogs and read research papaers on IEEE; however, none of them mention how choice of programming language affects DoS protection.

Is there any difference between Java Spring Boot, Ruby on Rails, MEAN stack or other framework I haven't mentioned from the perspective of defence agaisnt Ping Flood?

I would like to leave Firewall aside, for research purposes.

Thanks in advance