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 …

RETRACTED ARTICLE: Improving cloud efficiency through optimized resource allocation technique for load balancing using LSTM machine learning algorithm

M Ashawa, O Douglas, J Osamor, R Jackie - Journal of Cloud Computing, 2022 - Springer
Allocating resources is crucial in large-scale distributed computing, as networks of
computers tackle difficult optimization problems. Within the scope of this discussion, the …

[HTML][HTML] Overview on routing and resource allocation based machine learning in optical networks

Y Zhang, J Xin, X Li, S Huang - Optical Fiber Technology, 2020 - Elsevier
For optical networks, routing and resource allocation which considerably determines the
resource efficiency and network capacity is one of the most important works. It has been …

Multicast routing and distance-adaptive spectrum allocation in elastic optical networks with shared protection

A Cai, J Guo, R Lin, G Shen… - Journal of Lightwave …, 2016 - opg.optica.org
We consider an elastic all-optical network, where each node is multicast-capable and does
not support spectrum conversion. In such a network, for a given set of static multicast …

Machine learning classification and regression approaches for optical network traffic prediction

D Szostak, A Włodarczyk, K Walkowiak - Electronics, 2021 - mdpi.com
Rapid growth of network traffic causes the need for the development of new network
technologies. Artificial intelligence provides suitable tools to improve currently used network …

Dynamic routing in spectrally spatially flexible optical networks with back-to-back regeneration

K Walkowiak, M Klinkowski… - Journal of Optical …, 2018 - opg.optica.org
We focus on dynamic lightpath provisioning in translucent spectrally spatially flexible optical
networks (SS-FONs) operating with multi-core fibers and realizing spectral super-channel …

On performance gains of flexible regeneration and modulation conversion in translucent elastic optical networks with superchannel transmission

M Klinkowski, K Walkowiak - Journal of lightwave technology, 2016 - ieeexplore.ieee.org
We study potential performance gains resulting from deliberate use of signal regeneration
along with modulation and spectrum conversion in translucent elastic optical networks …

ILP modeling of flexgrid SDM optical networks

K Walkowiak, P Lechowicz… - … Network Strategy and …, 2016 - ieeexplore.ieee.org
Due to continuously increasing popularity of various network services the overall Internet
traffic grows quickly. According to the recent Visual Networking Index report published by …

Efficient dynamic routing in spectrally-spatially flexible optical networks based on traffic categorization and supervised learning methods

R Goścień, P Ksieniewicz - Optical Switching and Networking, 2022 - Elsevier
In this paper, we focus on the efficient dynamic routing in Spectrally-Spatially Flexible
Optical Networks (ss-fon) realized using Single-Mode Fiber Bundles (smfb s). We study two …

Traffic-aware service relocation in software-defined and intent-based elastic optical networks

R Goścień - Computer Networks, 2023 - Elsevier
The paper focuses on the efficient dynamic routing of unicast and data center (dc)-related
requests in elastic optical networks (eons) implementing software-defined networking (sdn) …