The paper presents some adaptive load balance techniques for the simul
ation of rarefied gas flows on parallel computers. It is shown that a
static load balance is insufficient to obtain a scalable parallel effi
ciency. Hence, two adaptive techniques are investigated which are base
d on simple algorithms. Numerical results show that using heuristic te
chniques one can achieve a sufficiently high efficiency over a wide ra
nge of different hardware platforms. (C) 1997 Academic Press.