A method of configuring a communication network including a network device includes obtaining a first parameter associated with a predetermined topological characteristic of the communication network, a second parameter associated with a communication protocol of the communication network and a third parameter associated with a performance characteristic of the communication network, and calculating a connection timeout value based on the first parameter, the second parameter and the third parameter. The network device is configured to determine whether a communication timeout has occurred on the communication network based on the connection timeout value. Calculating the connection timeout value may include calculating a sum of the first parameter, the second parameter and the third parameter.