This paper considers the question of identifying the parameters govern
ing the behavior of fundamental global network problems. Many papers o
n distributed network algorithms consider the task of optimizing the r
unning time successful when an O(n) bound is achieved on an n-vertex n
etwork. We propose that a more sensitive parameter is the network's di
ameter Diam. This is demonstrated in the paper by providing a distribu
ted minimum-weight spanning tree algorithm whose time complexity is su
blinear in n, but linear in Diam (specifically, O(Diam + n(epsilon) .
log(double dagger) n) for epsilon = ln 3/ln 6 = 0:6131...). Our result
is achieved through the application of graph decomposition and edge-e
limination-by-pipelining techniques that may be of independent interes
t.