Multidimensional resource fragmentation-aware virtual network embedding for IoT applications in MEC networks

Y Guan, Q Song, W Qi, L Guo, K Li… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The proliferation of Internet of Things (IoT) applications has led to the interconnection of
multiaccess edge computing (MEC) systems through metro optical networks. To cater to …

A two-stage algorithm for the Virtual Network Embedding problem

M Elkael, B Jouaber, H Castel-Taleb… - 2021 IEEE 46th …, 2021 - ieeexplore.ieee.org
The 5G telecommunication ecosystem is expected to dynamically support new and various
applications from the industrial and the service sectors that are very heterogeneous in terms …

Virtual network embedding for multi-domain heterogeneous converged optical networks: Issues and challenges

Y Zong, C Feng, Y Guan, Y Liu, L Guo - Sensors, 2020 - mdpi.com
The emerging 5G applications and the connectivity of billions of devices have driven the
investigation of multi-domain heterogeneous converged optical networks. To support …

Virtual network embedding with path-based latency guarantees in elastic optical networks

S Taeb, N Shahriar, SR Chowdhury… - 2019 IEEE 27th …, 2019 - ieeexplore.ieee.org
Elastic Optical Network (EON) virtualization has recently emerged as an enabling
technology for 5G network slicing. A fundamental problem in EON slicing (known as Virtual …

An efficient embedding algorithm for energy multi-domain virtual network embedding

H Cao, S Wu, H Zhu, L Yang - 2018 IEEE Globecom …, 2018 - ieeexplore.ieee.org
Network virtualization (NV) is one important attribute of the next generation network (eg,
upcoming 5G virtualized networking). Virtual network embedding (VNE) is about the …

RKD-VNE: Virtual network embedding algorithm assisted by resource knowledge description and deep reinforcement learning in IIoT scenario

P Zhang, P Gan, N Kumar, CH Hsu, S Shen… - Future Generation …, 2022 - Elsevier
In the era of Industry 4.0, the Industrial Internet of Things (IIoT) is developing rapidly, various
IIoT applications pose new challenges to the existing network architecture. On the one hand …

Learn to improve: A novel deep reinforcement learning approach for beyond 5G network slicing

A Rkhami, Y Hadjadj-Aoul… - 2021 IEEE 18th Annual …, 2021 - ieeexplore.ieee.org
Network slicing remains one of the key technologies in 5G and beyond 5G networks (B5G).
By leveraging SDN and NVF techniques, it enables the coexistence of several …

Ego network-based virtual network embedding scheme for revenue maximization

I Ullah, HK Lim, YH Han - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
Network Virtualization (NV) technology allows multiple virtual network requests to share
resources on the same subtract network. In network virtualization, Virtual Network …

Collaborative dynamic virtual network embedding algorithm based on resource importance measures

M Lu, Y Lian, Y Chen, M Li - IEEE Access, 2018 - ieeexplore.ieee.org
Many existing virtual network embedding (VNE) algorithms adopt the greedy embedding
strategies, which embed the in-progress virtual network requests (VNRs) onto the substrate …

Graph convolutional network aided virtual network embedding for Internet of Thing

S Ma, H Yao, T Mai, J Yang, W He… - … on Network Science …, 2022 - ieeexplore.ieee.org
The past few years have seen the dramatic adoption of the Internet of Things (IoT) in
everyday life, from manufacturing to healthcare. With the emergence of various new Internet …