Various example embodiments for supporting dynamic control of network topologies are presented. Various example embodiments for supporting dynamic control of network topologies may be configured to support dynamic control of a network topology for a network of routers supporting a set of servers (e.g., a web scale network, a datacenter network, or the like). Various example embodiments for supporting dynamic control of network topologies may be configured to support dynamic control of a network topology based on integration of tunable optical ports into routers and connection of the tunable optical ports to optical buses. Various example embodiments for supporting dynamic control of network topologies may be configured to support dynamic control of a network topology based on dynamic configuration of tunable optical ports of routers to support communication over optical buses according to the network topology.