Optimal Server Setup and OS for a High-Performance Spring Load Balancer?

I've never used Spring services before, but I need a load balancer and an API gateway. Does anyone have recommendations on the best setup in terms of OS or Docker configuration? The load balancer needs to handle hundreds of requests per minute. I typically run my Java services on a CentOS 9 VM, which has been suitable so far.