Graph-based deep learning for communication networks: A survey

W Jiang - Computer Communications, 2022 - Elsevier
Communication networks are important infrastructures in contemporary society. There are
still many challenges that are not fully solved and new solutions are proposed continuously …

AI-enabled reliable QoS in multi-RAT wireless IoT networks: Prospects, challenges, and future directions

K Zia, A Chiumento… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Wireless IoT networks have seen an unprecedented rise in number of devices,
heterogeneity and emerging use cases which led to diverse throughput, reliability and …

Comparison of machine learning techniques for VNF resource requirements prediction in NFV

M Moradi, M Ahmadi, R Nikbazm - Journal of Network and Systems …, 2022 - Springer
The network function virtualization (NFV) is a developing architecture that uses virtualization
technology to separate software from hardware. One of the most important challenges of …

[HTML][HTML] Scaling migrations and replications of virtual network functions based on network traffic forecasting

F Carpio, W Bziuk, A Jukan - Computer Networks, 2022 - Elsevier
Migration and replication of virtual network functions (VNFs) are well-known mechanisms to
face dynamic resource requests in Internet Service Provider (ISP) edge networks. They are …

KSN: Modeling and simulation of knowledge using machine learning in NFV/SDN-based networks

R Nikbazm, M Ahmadi - Simulation Modelling Practice and Theory, 2022 - Elsevier
The rapid advancement of networking and computing technologies has led to the
emergence of a wide range of diverse dynamic network services that present networks with …

[PDF][PDF] An Intent-Driven Closed-Loop Platform for 5G Network Service Orchestration.

T Ahmed Khan, K Abbas, A Muhammad… - Computers, Materials & …, 2022 - academia.edu
The scope of the 5G network is not only limited to the enhancements in the form of the
quality of service (QoS), but it also includes a wide range of services with various …