Routing and resource allocation leveraging self-organizing feature maps in multi-core optical networks against 5G and beyond

Q Yao, H Yang, B Yan, B Bao, A Yu… - … and Mobile Computing …, 2020 - ieeexplore.ieee.org
With the rapid development of emerging services in 5G and beyond scenario, ultra-large
capacity transmission has become a rigid demand for core optical networks, leaving a …

A slice admission policy based on big data analytics for multi-tenant 5G networks

MR Raza, A Rostami, L Wosinska… - Journal of Lightwave …, 2019 - ieeexplore.ieee.org
Network slicing is a key concept in 5G networking. It enables an infrastructure provider (InP)
to support heterogeneous services over a common platform by creating a customized slice …

Machine learning methods for slice admission in 5g networks

MR Raza, C Natalino, L Wosinska… - … Conference (OECC) and …, 2019 - ieeexplore.ieee.org
Machine Learning Methods for Slice Admission in 5G Networks Page 1 OECC/PSC 2019 ©IEICE
Machine Learning Methods for Slice Admission in 5G Networks Muhammad Rehan Raza1 …

5G-oriented optical underlay network slicing technology and challenges

S Huang, B Guo, Y Liu - IEEE Communications Magazine, 2020 - ieeexplore.ieee.org
As a type of virtual network architecture, network slicing is considered as one of the most
innovative aspects of 5G networks, where dedicated slices are created for services to meet …

Service-aware network slicing supporting delay-sensitive services for 5G fronthaul

L Zhang, M Zhang, C Song, L Guan… - 2018 23rd Opto …, 2018 - ieeexplore.ieee.org
Service-aware Network Slicing Supporting Delay-Sensitive Services for 5G Fronthaul Page 1
Abstract A service-aware dynamic network slicing scheme for wavelength resource supporting …

Network slicing and workload placement in megacities

P Soumplis, P Kokkinos, D Lagos… - 2020 22nd …, 2020 - ieeexplore.ieee.org
The number and size of megacities and their respective networking and computing
infrastructures constantly increases, while a large part of the network traffic originates and …

Dynamic 5G RAN slice adjustment and migration based on traffic prediction in WDM metro-aggregation networks

H Yu, F Musumeci, J Zhang… - Journal of Optical …, 2020 - ieeexplore.ieee.org
5G radio access network (RAN) slicing has recently been proposed to adapt service
provision over substrate network resources to the diversified requirements of 5G services in …

Slice-scaling strategy based on representation learning in flex-grid optical networks

J Nan, H Yang, A Yu, Y Li, H Guo… - 2019 Optical Fiber …, 2019 - ieeexplore.ieee.org
Slice-Scaling Strategy Based on Representation Learning in Flex-Grid Optical Networks
Page 1 M2A.3.pdf OFC 2019 © OSA 2019 Slice-Scaling Strategy based on Representation …

Prediction-based end-to-end dynamic network slicing in hybrid elastic fiber-wireless networks

S Yin, Z Zhang, C Yang, Y Chu… - Journal of Lightwave …, 2020 - ieeexplore.ieee.org
In recent years, hybrid fiber-wireless (Fi-Wi) networks that integrate optical network
technology and wireless communication technology have received widespread attention …

Reliable slicing of 5G transport networks with bandwidth squeezing and multi-path provisioning

N Shahriar, S Taeb, SR Chowdhury… - … on Network and …, 2020 - ieeexplore.ieee.org
5G network slicing allows partitioning of network resources to meet stringent end-to-end
service requirements across multiple network segments, from access to transport. These …