Systems and methods for generating a graphical representation of a fire system network and identifying network information for predicting network faults are provided. Some methods can include extracting at least one network parameter from a network board of at least one a plurality of nodes in a fire system network and using the extracted at least one network parameter to generate a topology map that graphically represents a physical connectivity structure of the plurality of nodes.