Title :
Polynomial-Time Topological Reductions That Preserve the Diameter Constrained Reliability of a Communication Network
Author :
Cancela, Héctor ; El Khadiri, Mohamed ; Petingi, Louis A.
Author_Institution :
Fac. de Ing., Univ. de la Republica, Montevideo, Uruguay
Abstract :
We propose a polynomial-time algorithm for detecting and deleting classes of network edges which are irrelevant in the evaluation of the Source-to-terminal Diameter Constrained Network reliability parameter. As evaluating this parameter is known to be an NP-hard problem, the proposed procedure may lead to important computational gains when combined with an exact method to calculate the reliability. For illustration, we integrate this algorithm within an exact recursive factorization approach based upon Moskowitz´s edge decomposition. Experiments conducted on different real-world topologies confirmed a substantial computational gain, except when highly-dense graphs were tested.
Keywords :
graph theory; graphs; matrix decomposition; optimisation; telecommunication network reliability; telecommunication network topology; Moskowitz edge decomposition; NP-hard problem; communication network; computational gain; diameter constrained reliability; exact recursive factorization; highly-dense graphs; network edge; polynomial-time algorithm; polynomial-time topological reductions; source-to-terminal diameter constrained network reliability parameter; Algorithm design and analysis; Computer network reliability; NP-hard problem; Network topology; Peer to peer computing; Diameter constraint; edge decomposition; factoring; network reliability; paths; topological reductions;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2011.2170250