Distributed LSTM-based cloud resource allocation in network function virtualization architectures

T Catena, V Eramo, M Panella, A Rosato - Computer Networks, 2022 - Elsevier
The high reconfiguration time of cloud resources in Network Function Virtualization
environments has led to the proposal of prediction-based resource allocation algorithms …

Look-ahead VNF-FG embedding framework for latency-sensitive network services

Á Recse, N Promwongsa… - … on Network and …, 2023 - ieeexplore.ieee.org
Dynamic and zero-touch management is expected to be the key feature of next-generation
6G networks. Network Function Virtualization (NFV) is one of the key technologies for …

Intelligent and resource-conserving service function chain (SFC) Embedding

P Rodis, P Papadimitriou - Journal of Network and Systems Management, 2023 - Springer
Abstract Network Function Virtualization (NFV) opens us great opportunities for network
processing with higher resource efficiency and flexibility. In this respect, there is an …

Path Enumeration Solution for Evaluating Reliability, Based on the Path Algebra Framework

S Prekas, P Trakadas, P Karkazis - Journal of Network and Systems …, 2024 - Springer
The demand for connectivity in this fourth industrial revolution, is growing in an exponential
rate. As the Fourth-Generation communication systems are replaced by the Fifth and Sixth …

Reinforcement Q-learning enabled energy-efficient service function chain provisioning in multi-domain networks

Z Wang, G Huang, G Sun, H Yu, J Sun - Peer-to-Peer Networking and …, 2025 - Springer
Network function virtualization (NFV) technology is an efficient way to address the increasing
difficulty of provisioning and managing network services. However, NFV-related service …

NFV 中基于量子遗传算法的网络服务扩展算法

邱航, 汤红波, 游伟, 赵宇, 柏溢 - 通信学报, 2022 - infocomm-journal.com
为满足用户新的应用需求或者添加额外的安全保护功能, 研究了基于网络功能虚拟化的云网络中
已部署网络服务实例的功能扩展问题. 将云网络中的网络服务扩展建模为整数线性规划模型 …

Revealing the Impact of Dynamic Traffic on NFV Networks Planned Under Static Assumptions

L Ruiz, I De Miguel, RJD Barroso, JC Aguado… - IEEE …, 2024 - ieeexplore.ieee.org
5G/6G networks offer high-capacity, low-latency and high-speed communications to new
services associated with vertical industries like smart cities, automotive and energy sectors …

On Efficient VNF-FG Design in IoT Networks

C Ren, J Zhang, Y Wang, Y Li - IEEE Transactions on Network …, 2024 - ieeexplore.ieee.org
In recent times, it has been witnessed that an increasing number of Internet connected
devices impose an huge challenge on Internet of Thing (IoT) networks, which provides …

An efficient VNF deployment scheme for reliable service chain in software defined satellite networks

Y Hao, L Zhang, L Zheng, Z Zhao… - 2022 37th Youth …, 2022 - ieeexplore.ieee.org
Satellite networks have the advantages of wide coverage and low deployment cost, which
can be widely used in quite a few fields and will play momentous roles in next generation …

Cost-Efficient Cluster Migration of VNFs for Service Function Chain Embedding

SN Afrasiabi, A Ebrahimzadeh… - … on Network and …, 2023 - ieeexplore.ieee.org
Network Function Virtualization (NFV) is a network architecture that separates network
functions from dedicated hardware, implementing them as software modules known as …