New spectral lower bounds on the bisection width of graphs

被引:9
作者
Bezrukov, S
Elsässer, R
Monien, B
Preis, R
Tillich, JP
机构
[1] Univ Paderborn, Inst Comp Sci, D-33102 Paderborn, Germany
[2] Univ Wisconsin, Superior, WI USA
[3] Sandia Natl Labs, Albuquerque, NM 87185 USA
[4] LRI, Orsay, France
关键词
graph bisection; laplacian of graphs; eigenvalues of graphs;
D O I
10.1016/j.tcs.2004.03.059
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The communication overhead is a major bottleneck for the execution of a process graph on a parallel computer system. In the case of two processors, the minimization of the communication can be modeled using the graph bisection problem. The spectral lower bound of lambda(2)\V\/4 for the bisection width of a graph is widely known. The bisection width is equal to lambda(2)\V\/4 iff all vertices are incident to lambda(2)/2 cut edges in every optimal bisection. We present a new method of obtaining tighter lower bounds on the bisection width. This method makes use of the level structure defined by the bisection. We define some global expansion proper-ties and we show that the spectral lower bound increases with this global expansion. Under certain conditions we obtain a lower bound depending on lambda(2)(beta)\V\ with 1/2 less than or equal to beta < 1. We also present examples of graphs for which our new bounds are tight UP to a Constant factor. As a by-product, we derive new lower bounds for the bisection widths of 3- and 4-regular Ramanujan graphs. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:155 / 174
页数:20
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