A computer-implemented method for performing a functional assessment of a network is disclosed. The network includes a plurality of interacting network elements. The method includes measuring a state of each of the elements at a plurality of time instances, thereby determining a plurality of state values associated with each of the elements, and calculating for each element an associated median value representing a median of the state values associated with that element. The method further includes identifying for each time instance a first total number of elements with an associated state value at that time instance that is above its median value, and a second total number of elements with an associated state value at that time instance that is below its median value, and determining whether the network has departed from an equilibrium state based on the first total number and the second total number for each time instance.
