The firefighter problem is a simplified model for the spread of a fire (or disease or
computer virus) in a network. A fire breaks out at a vertex in a connected graph, and spreads to each of its unprotected neighbours over discrete time-steps. A firefighter protects one vertex in each round which is not yet burned. While maximizing the number of saved vertices usually requires a strategy on the part of the firefighter, the fire itself spreads without any strategy. We consider a variant of the problem where the fire is constrained by spreading to a fixed number of vertices in each round. In the two-player game of -firefighter, for a fixed positive integer , the fire chooses to burn at most unprotected neighbours in a given round. The -surviving rate of a graph is defined as the expected percentage of vertices that can be saved in -firefighter when a fire breaks out at a random vertex of .
We supply bounds on the -surviving rate, and determine its value for families of graphs including wheels and prisms. We show using spectral techniques that random regular graphs have -surviving rate at most . We consider the limiting surviving rate for countably infinite graphs. In particular, we show that the limiting surviving rate of the infinite random graph can be any real number in .