Short Paths in Expander Graphs
نویسندگان
چکیده
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 uniied 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 ow, 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 ow problem with arbitrary demands on a bounded{degree expander, there is a (1 + "){optimal solution using only ow paths of polylogarithmic length. It follows that the multicom-modity ow 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= log O(1) n) nodes and edges as a minor.
منابع مشابه
Disjoint Paths in Expander Graphs via Random Walks: A Short Survey
There has been a significant amount of research lately on solving the edge disjoint path and related problems on expander graphs. We review the random walk approach of Broder, Frieze and Upfal.
متن کاملSome new Algebraic constructions of Codes from Graphs which are good Expanders∗
The design of LDPC codes based on a class of expander graphs is investigated. Graph products, such as the zig-zag product [9], of smaller expander graphs have been shown to yield larger expanders. LDPC codes are designed based on the zigzag product graph of two component Cayley graphs. The results for specific cases simulated reveal that the resulting LDPC codes compare well with other random L...
متن کاملAll-Optical Network Topologies Based on Expander Graphs
All-optical networks are networks for which all data paths remain optical from input to output. We discuss a class of wavelength division multiple access (WDMA) networks that are homogeneous in the sense that each node contains both an input/output port and a switch. We focus on permutation routing problem and first present a lower bound on the number of wavelengths required for permutation rou...
متن کاملExpander Graphs
This paper will introduce expander graphs. Kolmogorov and Barzdin’s proof on the three dimensional realization of networks will be discussed as one of the first examples of expander graphs. The last section will discuss error correcting code as an application of expander graphs to computer science.
متن کاملDiameters of Cayley Graphs
We show that for integers k ≥ 2 and n ≥ 3, the diameter of the Cayley graph of SLn(Z/kZ) associated to a standard two-element generating set, is at most a constant times n 2 ln k. This answers a question of A. Lubotzky concerning SLn(Fp) and is unexpected because these Cayley graphs do not form an expander family. Our proof amounts to a quick algorithm for finding short words representing eleme...
متن کامل