DocumentCode :
2642080
Title :
Short paths in expander graphs
Author :
Kleinberg, Jon ; Rubinfeld, Ronitt
Author_Institution :
Lab. for Comput. Sci., MIT, Cambridge, MA, USA
fYear :
1996
fDate :
14-16 Oct 1996
Firstpage :
86
Lastpage :
95
Abstract :
Graph expansion has proved to be a powerful general tool for analyzing the behavior of routing algorithms and the inter-connection networks on which they run. We develop new routing algorithms and structural results for bounded-degree expander graphs. Our results are unified by the fact that they are all based upon, and extend, a body of work: asserting that expanders are rich in short, disjoint paths. In particular, our work has consequences for the disjoint paths problem, multicommodity flow, and graph minor containment. We show: (i) A greedy algorithm for approximating the maximum disjoint paths problem achieves a polylogarithmic approximation ratio in bounded-degree expanders. Although our algorithm is both deterministic and on-line, its performance guarantee is an improvement over previous bounds in expanders. (ii) For a multicommodity flow problem with arbitrary demands on a bounded-degree expander there is a (1+ε)-optimal solution using only flow paths of polylogarithmic length. It follows that the multicommodity flow algorithm of Awerbuch and Leighton runs in nearly linear time per commodity in expanders. Our analysis is based on establishing the following: given edge weights on an expander G, one can increase some of the weights very slightly so the resulting shortest-path metric is smooth-the min-weight path between any pair of nodes uses a polylogarithmic number of edges. (iii) Every bounded-degree expander on n nodes contains every graph with O(n/log0(1)n) nodes and edges as a minor
Keywords :
computational complexity; computational geometry; graph theory; multiprocessor interconnection networks; network routing; disjoint paths problem; expander graphs; graph minor containment; greedy algorithm; inter-connection networks; multicommodity flow; polylogarithmic approximation; routing algorithms; Algorithm design and analysis; Computer science; Graph theory; Intelligent networks; Routing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Foundations of Computer Science, 1996. Proceedings., 37th Annual Symposium on
Conference_Location :
Burlington, VT
ISSN :
0272-5428
Print_ISBN :
0-8186-7594-2
Type :
conf
DOI :
10.1109/SFCS.1996.548467
Filename :
548467
Link To Document :
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