The function of a load balancer in network infrastructure is to distribute incoming network traffic across multiple servers or resources to optimize resource use, minimize response time, and prevent overload of any single server. By balancing the load, the load balancer enhances availability and reliability, ensuring that users experience minimal latency and downtime. This is particularly crucial in high-traffic environments, where efficient management of resources leads to improved application performance and user satisfaction.