Systems and methods of configuring a computer network are provided. N network nodes can each form M communication links with other network nodes. A number of communication links equal to the largest integer not greater than the quotient of M divided by (N−1) can be assigned between each pair of network nodes. The remaining communication links can be assigned such that a graph represented by the network nodes and communication links is substantially geometrically symmetric.