Title :
Hardness and Approximation of the Survivable Multi-Level Fat Tree Problem
Author :
Ngo, Hung Q. ; Nguyen, Thanh-Nhan ; Xu, Dahai
Author_Institution :
Comput. Sci. & Eng., SUNY, Buffalo, NY
Abstract :
With the explosive deployment of "triple play" (voice, video and data services) over the same access network, guaranteeing a certain-level of survivability for the access network is becoming critical for service providers. The problem of economically provisioning survivable access networks has given rise to a new class of network design problems, including the so-called survivable multi-level fat tree problem (SMFT). We show that two special cases of SMFT are polynomial- time solvable, and present two approximation algorithms for the general case. The first is a combinatorial algorithm with approximation ratio min{[~L/2] + 1, 2log2 n} where L is the longest Steiner path length between two terminals, and n is the number of nodes. The second is a primal-dual (2Deltas + 2)- approximation algorithm where Deltas is the maximum Sterner degree of terminals in the access network. We then show that approximating SMFT to within a certain constant c > 1 is NP- hard, even when all edge-weights of G are 1, L les 10, and Deltas les 3. Finally, we experimentally show that the approximation algorithms perform extremely well on random instances of the problem.
Keywords :
Internet; approximation theory; computational complexity; optimisation; subscriber loops; trees (mathematics); Internet service provider; NP-hard problem; SMFT problem; Steiner path length; access network; approximation algorithm; combinatorial algorithm; graph theory; network design problem; polynomial-time; survivable multilevel fat tree problem; Approximation algorithms; Cable TV; Central office; Communications Society; Computer science; Data engineering; Network topology; Steiner trees; Telecommunication traffic; Tree graphs;
Conference_Titel :
INFOCOM 2009, IEEE
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-3512-8
Electronic_ISBN :
0743-166X
DOI :
10.1109/INFCOM.2009.5061986