Link-State Routing Protocol is a routing protocol that maintains a complete map of the network topology, allowing routers to calculate the shortest path to each destination using Dijkstra's algorithm. It is more scalable and efficient than distance-vector protocols, especially in large and complex networks, as it reduces routing loops and converges quickly after network changes.