The Single Source Shortest Path (SSSP) problem involves finding the shortest path from a given source vertex to all other vertices in a weighted graph. It is fundamental in computer science and is efficiently solved by algorithms like Dijkstra's for graphs with non-negative weights and Bellman-Ford for graphs with negative weights.