Sparse Mode is a multicast routing protocol designed to efficiently manage network resources by only sending multicast traffic to network segments where there are active receivers. It is particularly useful in large-scale networks where multicast group members are sparsely distributed across different subnets, minimizing unnecessary data transmission.