Efficient dynamic routing in Spectrally-Spatially Flexible Optical Networks based on traffic categorization and supervised learning methods

Machine learning regression for QoT estimation of unestablished lightpaths

(2021) Memedhe Ibrahimi et al.   Journal of Optical Communications and Networking

How to design the fair experimental classifier evaluation

(2021) Katarzyna Stapor et al.   APPLIED SOFT COMPUTING

Dynamic Crosstalk-Aware Lightpath Provisioning in Spectrally–Spatially Flexible Optical Networks

(2019) Mirosław Klinkowski et al.   Journal of Optical Communications and Networking

Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

(2019) Carlos Natalino et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Artificial Bee Colony for optimization of cloud-ready and survivable elastic optical networks

(2018) Róża Goścień et al.   COMPUTER COMMUNICATIONS

Protection, Routing, Modulation, Core and Spectrum Allocation in SDM Elastic Optical Networks

(2018) Helder M. N. S. Oliveira et al.   IEEE COMMUNICATIONS LETTERS

Machine-Learning-Based Prediction for Resource (Re)allocation in Optical Data Center Networks

(2018) Sandeep Kumar Singh et al.   Journal of Optical Communications and Networking

Scheduling with Machine-Learning-Based Flow Detection for Packet-Switched Optical Data Center Networks

(2018) Lin Wang et al.   Journal of Optical Communications and Networking

Leveraging Statistical Machine Learning to Address Failure Localization in Optical Networks

(2018) T. Panayiotou et al.   Journal of Optical Communications and Networking

Dynamic Routing in Spectrally Spatially Flexible Optical Networks with Back-to-Back Regeneration

(2018) Krzysztof Walkowiak et al.   Journal of Optical Communications and Networking

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

(2018) Mirosław Klinkowski et al.   Optical Switching and Networking

A Survey of Machine Learning Techniques Applied to Software Defined Networking (SDN): Research Issues and Challenges

(2018)   IEEE Communications Surveys and Tutorials

An auxiliary graph based dynamic traffic grooming algorithm in spatial division multiplexing enabled elastic optical networks with multi-core fibers

(2017) Yongli Zhao et al.   OPTICAL FIBER TECHNOLOGY

Crosstalk-aware cross-core virtual concatenation in spatial division multiplexing elastic optical networks

(2016) Yongli Zhao et al.   ELECTRONICS LETTERS

Comparison of Spectral and Spatial Super-Channel Allocation Schemes for SDM Networks

(2016) Pouria Sayyad Khodashenas et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

TCP Flow Classification and Bandwidth Aggregation in Optically Interconnected Data Center Networks

(2016) Houman Rastegarfar et al.   Journal of Optical Communications and Networking

Routing, Spectrum, and Core and/or Mode Assignment on Space-Division Multiplexing Optical Networks [Invited]

(2016) Hideki Tode et al.   Journal of Optical Communications and Networking

Survey of Photonic Switching Architectures and Technologies in Support of Spatially and Spectrally Flexible Optical Networking [Invited]

(2016) Dan M. Marom et al.   Journal of Optical Communications and Networking

3D elastic optical networking in the temporal, spectral, and spatial domains

(2015) Roberto Proietti et al.   IEEE COMMUNICATIONS MAGAZINE

Spectrally and spatially flexible optical network planning and operations

(2015) Dimitrios Klonidis et al.   IEEE COMMUNICATIONS MAGAZINE

Switching solutions for WDM-SDM optical networks

(2015) Dan M. Marom et al.   IEEE COMMUNICATIONS MAGAZINE

Protection in elastic optical networks

(2015) Roza Goscien et al.   IEEE NETWORK

On-Demand Spectrum and Core Allocation for Reducing Crosstalk in Multicore Fibers in Elastic Optical Networks

(2014) Shohei Fujii et al.   Journal of Optical Communications and Networking

Modulation format identification in heterogeneous fiber-optic networks using artificial neural networks

(2012) Faisal Nadeem Khan et al.   OPTICS EXPRESS