What happens if a health probe isn't configured and a VM fails?

Load Balancer doesn't know which VM has failed and so stops sending requests to all VMs in the back$-$end pool.

Load Balancer removes the VM from the back$-$end pool.

Azure Load Balancer won't notice the failure and continues to route traffic to the failed VM$.$ This issue causes requests to time out.