E. Bampis et al., MINIMIZING THE SCHEDULE LENGTH FOR A PARALLEL 3D-GRID PRECEDENCE GRAPH, European journal of operational research, 95(2), 1996, pp. 427-438
Citations number
19
Categorie Soggetti
Management,"Operatione Research & Management Science","Operatione Research & Management Science
We consider in this paper an extension of the complexity analysis of p
arallel algorithms on MIMD computers which takes into account the over
head, defined as the tradeoff between the communications and the idle
time. We propose a series of parallel algorithms for scheduling a 3-di
mensional grid precedence graph of size n with O(n) processors. First,
we compute a lower bound of the overhead and we present two simple al
gorithms, easy to implement, with an overhead of O(n(9/4)) and O(n(2))
respectively. Then by exploiting the underlying ideas of these schedu
les, we derive a better algorithm with an overhead O(n(5/3)). Finally,
we extend this analysis by considering the case of communications pro
portional to the amount of exchanged data.