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Vnf and cnf placement in 5g: Recent advances and future trends
With the growing demand for openness, scalability, and granularity, mobile network function
virtualization (NFV) has emerged as a key enabler for the most of mobile network operators …
virtualization (NFV) has emerged as a key enabler for the most of mobile network operators …
[HTML][HTML] Machine learning-based zero-touch network and service management: A survey
The exponential growth of mobile applications and services during the last years has
challenged the existing network infrastructures. Consequently, the arrival of multiple …
challenged the existing network infrastructures. Consequently, the arrival of multiple …
Automatic virtual network embedding: A deep reinforcement learning approach with graph convolutional networks
Z Yan, J Ge, Y Wu, L Li, T Li - IEEE Journal on Selected Areas …, 2020 - ieeexplore.ieee.org
Virtual network embedding arranges virtual network services onto substrate network
components. The performance of embedding algorithms determines the effectiveness and …
components. The performance of embedding algorithms determines the effectiveness and …
A theoretical discussion and survey of network automation for IoT: Challenges and opportunity
The introduction of the Internet of Things (IoT) and massive machine-type communications
has implied an increase in network size and complexity. In particular, there is already a huge …
has implied an increase in network size and complexity. In particular, there is already a huge …
Overbooking network slices through yield-driven end-to-end orchestration
Network slicing allows mobile operators to offer, via proper abstractions, mobile
infrastructure (radio, networking, computing) to vertical sectors traditionally alien to the telco …
infrastructure (radio, networking, computing) to vertical sectors traditionally alien to the telco …
Intelligent-slicing: An AI-assisted network slicing framework for 5G-and-beyond networks
AA Abdellatif, A Abo-Eleneen… - … on Network and …, 2023 - ieeexplore.ieee.org
5G-and-beyond networks are designed to fulfill the communication and computation
requirements of various industries, which requires not only transporting the data, but also …
requirements of various industries, which requires not only transporting the data, but also …
Benchmarking open source NFV MANO systems: OSM and ONAP
With the increasing trend in softwarization and virtualization of network functions and
systems, NFV management and orchestration (MANO) solutions are being developed to …
systems, NFV management and orchestration (MANO) solutions are being developed to …
ZTMP: Zero Touch Management Provisioning Algorithm for the On-boarding of Cloud-native Virtual Network Functions
Abstract Network Function Virtualization (NFV) is an approach to virtualizing network
services that traditionally run on proprietary hardware, such as firewalls, routers, and load …
services that traditionally run on proprietary hardware, such as firewalls, routers, and load …
Container placement and migration strategies for cloud, fog, and edge data centers: A survey
The last decade has witnessed important development of network softwarization that has
revolutionized the practice of networks. Virtualized networks bring novel and specific …
revolutionized the practice of networks. Virtualized networks bring novel and specific …
OKpi: All-KPI network slicing through efficient resource allocation
Networks can now process data as well as transporting it; it follows that they can support
multiple services, each requiring different key performance indicators (KPIs). Because of the …
multiple services, each requiring different key performance indicators (KPIs). Because of the …