The performance overhead will not be zero. You're spending more computational power and memory opening up and maintaining a larger number of connections, and y

The performance overhead will not be zero. You're spending more computational power and memory opening up and maintaining a larger number of connections, and you're sending more packets and bits over the network in total because each additional connection has non-zero overhead.