[HTML][HTML] Artificial intelligence (AI) methods in optical networks: A comprehensive survey

J Mata, I De Miguel, RJ Durán, N Merayo… - Optical switching and …, 2018 - Elsevier
Artificial intelligence (AI) is an extensive scientific discipline which enables computer
systems to solve problems by emulating complex biological processes such as learning …

Survey of resource allocation schemes and algorithms in spectrally-spatially flexible optical networking

M Klinkowski, P Lechowicz, K Walkowiak - Optical Switching and …, 2018 - Elsevier
Abstract Space division multiplexing (SDM) is a promising optical network solution with the
scaling potential to overcome the possible capacity crunch problem in backbone networks …

Routing, spectrum, and core assignment in SDM-EONS with MCF: node-arc ILP/MILP methods and an efficient XT-aware heuristic algorithm

M Yang, Y Zhang, Q Wu - Journal of Optical Communications and …, 2018 - opg.optica.org
In this paper, we focus on the static routing, spectrum, and core assignment (RSCA) problem
in space-division multiplexing (SDM)-based elastic optical networks (EONs) with multi-core …

Space-division multiplexing in data center networks: on multi-core fiber solutions and crosstalk-suppressed resource allocation

H Yuan, M Furdek, A Muhammad… - Journal of Optical …, 2018 - opg.optica.org
The rapid growth of traffic inside data centers caused by the increasing adoption of cloud
services necessitates a scalable and cost-efficient networking infrastructure. Space-division …

Core and spectrum allocation based on association rules mining in spectrally and spatially elastic optical networks

Q Yao, H Yang, B Bao, A Yu, J Zhang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
The combination of space division multiplexing technology with elastic optical networks
allows to overcome the possible capacity crunch in backbone networks and also improves …

Crosstalk-aware resource allocation in survivable space-division-multiplexed elastic optical networks supporting hybrid dedicated and shared path protection

EE Moghaddam, H Beyranvand… - Journal of Lightwave …, 2020 - opg.optica.org
In this paper, the problem of routing, modulation level, core, and spectrum assignment
(RMCSA) in space-division-multiplexed elastic optical networks (SDM-EONs) is studied. We …

Dynamic crosstalk-aware lightpath provisioning in spectrally–spatially flexible optical networks

M Klinkowski, G Zalewski - Journal of Optical Communications and …, 2019 - opg.optica.org
We focus on the problem of crosstalk-aware lightpath provisioning in a dynamic, spectrally
and spatially flexible optical network, in which spectral super-channels are carried over multi …

[PDF][PDF] Artificial intelligence in computer networks

TA Jaber - Periodicals of Engineering and Natural Sciences …, 2022 - scholar.archive.org
Artificial Intelligence (AI) has been defined as a modern and intense scientific topic that
enables computerbased systems or embedded systems to divide and solve problems by …

Evaluation of core-continuity-constrained ROADMs for flex-grid/MCF optical networks

FJ Moreno-Muro, R Rumipamba-Zambrano… - Journal of Optical …, 2017 - opg.optica.org
To effectively keep pace with the global IP traffic growth forecasted in the years to come, flex-
grid over multi-core fiber (MCF) networks can bring superior spectrum utilization flexibility, as …

Dynamic impairment-aware RMCSA in multi-core fiber-based elastic optical networks

J Su, J Zhang, J Wang, D Ren, J Hu, J Zhao - Optics Communications, 2022 - Elsevier
Abstract Space division multiplex elastic optical networks (SDM-EONs) based on multi-core
fiber (MCF) have been regarded as one of the promising solutions to address the future …