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Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection

We present a novel algorithm for dynamic routing with dedicated path protection which, as the presented simulation results suggest, can be efficient and exact. We present the algorithm in the setting of optical networks, but it should be applicable to other networks, where services have to be protec...

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Autores principales: Szcześniak, Ireneusz, Olszewski, Ireneusz, Woźna-Szcześniak, Bożena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465832/
https://www.ncbi.nlm.nih.gov/pubmed/34573741
http://dx.doi.org/10.3390/e23091116
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author Szcześniak, Ireneusz
Olszewski, Ireneusz
Woźna-Szcześniak, Bożena
author_facet Szcześniak, Ireneusz
Olszewski, Ireneusz
Woźna-Szcześniak, Bożena
author_sort Szcześniak, Ireneusz
collection PubMed
description We present a novel algorithm for dynamic routing with dedicated path protection which, as the presented simulation results suggest, can be efficient and exact. We present the algorithm in the setting of optical networks, but it should be applicable to other networks, where services have to be protected, and where the network resources are finite and discrete, e.g., wireless radio or networks capable of advance resource reservation. To the best of our knowledge, we are the first to propose an algorithm for this long-standing fundamental problem, which can be efficient and exact, as suggested by simulation results. The algorithm can be efficient because it can solve large problems, and it can be exact because its results are optimal, as demonstrated and corroborated by simulations. We offer a worst-case analysis to argue that the search space is polynomially upper bounded. Network operations, management, and control require efficient and exact algorithms, especially now, when greater emphasis is placed on network performance, reliability, softwarization, agility, and return on investment. The proposed algorithm uses our generic Dijkstra algorithm on a search graph generated “on-the-fly” based on the input graph. We corroborated the optimality of the results of the proposed algorithm with brute-force enumeration for networks up to 15 nodes large. We present the extensive simulation results of dedicated-path protection with signal modulation constraints for elastic optical networks of 25, 50, and 100 nodes, and with 160, 320, and 640 spectrum units. We also compare the bandwidth blocking probability with the commonly-used edge-exclusion algorithm. We had 48,600 simulation runs with about 41 million searches.
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spelling pubmed-84658322021-09-27 Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection Szcześniak, Ireneusz Olszewski, Ireneusz Woźna-Szcześniak, Bożena Entropy (Basel) Article We present a novel algorithm for dynamic routing with dedicated path protection which, as the presented simulation results suggest, can be efficient and exact. We present the algorithm in the setting of optical networks, but it should be applicable to other networks, where services have to be protected, and where the network resources are finite and discrete, e.g., wireless radio or networks capable of advance resource reservation. To the best of our knowledge, we are the first to propose an algorithm for this long-standing fundamental problem, which can be efficient and exact, as suggested by simulation results. The algorithm can be efficient because it can solve large problems, and it can be exact because its results are optimal, as demonstrated and corroborated by simulations. We offer a worst-case analysis to argue that the search space is polynomially upper bounded. Network operations, management, and control require efficient and exact algorithms, especially now, when greater emphasis is placed on network performance, reliability, softwarization, agility, and return on investment. The proposed algorithm uses our generic Dijkstra algorithm on a search graph generated “on-the-fly” based on the input graph. We corroborated the optimality of the results of the proposed algorithm with brute-force enumeration for networks up to 15 nodes large. We present the extensive simulation results of dedicated-path protection with signal modulation constraints for elastic optical networks of 25, 50, and 100 nodes, and with 160, 320, and 640 spectrum units. We also compare the bandwidth blocking probability with the commonly-used edge-exclusion algorithm. We had 48,600 simulation runs with about 41 million searches. MDPI 2021-08-27 /pmc/articles/PMC8465832/ /pubmed/34573741 http://dx.doi.org/10.3390/e23091116 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Szcześniak, Ireneusz
Olszewski, Ireneusz
Woźna-Szcześniak, Bożena
Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection
title Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection
title_full Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection
title_fullStr Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection
title_full_unstemmed Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection
title_short Towards an Efficient and Exact Algorithm for Dynamic Dedicated Path Protection
title_sort towards an efficient and exact algorithm for dynamic dedicated path protection
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8465832/
https://www.ncbi.nlm.nih.gov/pubmed/34573741
http://dx.doi.org/10.3390/e23091116
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