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 …
Machine learning for zero-touch management in heterogeneous industrial networks-a review
M Friesen, L Wisniewski… - 2022 IEEE 18th …, 2022 - ieeexplore.ieee.org
Over the past decades industrial communication networks have evolved into highly diverse
and heterogeneous environments, with a variety of different technologies being deployed to …
and heterogeneous environments, with a variety of different technologies being deployed to …
Zero-touch networks: Towards next-generation network automation
The Zero-touch network and Service Management (ZSM) framework represents an
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
emerging paradigm in the management of the fifth-generation (5G) and Beyond (5G+) …
Multiagent deep reinforcement learning for cost-and delay-sensitive virtual network function placement and routing
This paper proposes an effective and novel multi-agent deep reinforcement learning
(MADRL)-based method for solving the joint virtual network function (VNF) placement and …
(MADRL)-based method for solving the joint virtual network function (VNF) placement and …
SCHE2MA: Scalable, energy-aware, multidomain orchestration for beyond-5G URLLC services
A Dalgkitsis, LA Garrido, F Rezazadeh… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The evolution of Software-Defined Networking (SDN) and Network Function Virtualization
(NFV) in the telecommunications industry have intensified the issues of network …
(NFV) in the telecommunications industry have intensified the issues of network …
[HTML][HTML] Addressing ZSM Security Issues with Blockchain Technology
Undoubtedly, we are witnessing a new era of computer networks that aspire to support
modern demanding applications by providing the highest Quality of Experience (QoE) to the …
modern demanding applications by providing the highest Quality of Experience (QoE) to the …
Placing timely refreshing services at the network edge
Accommodating services at the network edge is favorable for time-sensitive applications.
However, maintaining service usability is resource consuming in terms of pulling service …
However, maintaining service usability is resource consuming in terms of pulling service …
On Jointly optimizing partial offloading and SFC mapping: a cooperative dual-agent deep reinforcement learning approach
Multi-access edge computing (MEC) and network function virtualization (NFV) are promising
technologies to support emerging IoT applications, especially those computation-intensive …
technologies to support emerging IoT applications, especially those computation-intensive …
Accelerator: an intent-based intelligent resource-slicing scheme for SFC-based 6G application execution over SDN-and NFV-empowered zero-touch network
M Chowdhury - Frontiers in Communications and Networks, 2024 - frontiersin.org
Zero-touch networks (ZTNs) can provide autonomous network solutions by integrating
software-based solutions for various emerging 5G and 6G applications. The current …
software-based solutions for various emerging 5G and 6G applications. The current …
Vnf and container placement: 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 most mobile network operators. NFV …
virtualization (NFV) has emerged as a key enabler for most mobile network operators. NFV …