Survey of resource allocation schemes and algorithms in spectrally-spatially flexible optical networking
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 …
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RETRACTED ARTICLE: Improving cloud efficiency through optimized resource allocation technique for load balancing using LSTM machine learning algorithm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 …
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
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 …
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
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 …
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 …
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 …
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 …
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 …
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 …
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) …
requests in elastic optical networks (eons) implementing software-defined networking (sdn) …