Latency: In interconnection networks a variety of nodes may be at dissimilar distances depending upon the topology. The network latency differs to the worst-case time wait for a unit message when transferred throughout the network among farthest nodes.
Scalability: It refers to the skill of interconnection networks for modular expansion with a scalable performance with increasing machine resources.