Deploying virtual network functions with non-uniform models in tree-structured networks

Y Chen, J Wu, B Ji - IEEE Transactions on Network and Service …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) has promoted the implementation of network functions
from expensive hardwares to software middleboxes. These software middleboxes, also …

The Greatest Teacher, Failure is: Using Reinforcement Learning for SFC Placement Based on Availability and Energy Consumption

GL Santos, T Lynn, J Kelner, PT Endo - arXiv preprint arXiv:2010.05711, 2020 - arxiv.org
Software defined networking (SDN) and network functions virtualisation (NFV) are making
networks programmable and consequently much more flexible and agile. To meet service …

[HTML][HTML] Unchaining Microservice Chains: Machine Learning Driven Optimization in Cloud Native Systems

M Gokan Khan - 2023 - diva-portal.org
As the cloud native landscape flourishes, microservices emerge as a central pillar for
contemporary software development, enabling agility, resilience, and scalability in modern …

Soft-Sec-Loc: A softwarized resource allocation framework for guaranteed security and location

S Wu, Y Hu, L Yang - 2020 IEEE Globecom Workshops (GC …, 2020 - ieeexplore.ieee.org
Network softwarization (NetSoft) is accepted as the most promising technology towards
flexible resource management and scheduling for upcoming 5G and B5G networks. With …

Traffic Steering in Large-scale Public Cloud

Z Hu, S Sun, P Yin, Y Li, Q Ren, B Li, X Li - Proceedings of the 8th …, 2022 - dl.acm.org
More and more complex services composed of a series of sequentially arranged
middleboxes which are mainly used to meet the requirements of advanced services such as …

A Meta-Learning Based Resource Allocation Algorithm in Vehicular Edge Computing Networks

W Mo, L Zhuang, Z Xu, Y Song - 2024 IEEE 3rd International …, 2024 - ieeexplore.ieee.org
With the rapid development of intelligent transportation systems, in-vehicle edge computing
networks serve as key infrastructures to provide strong support for vehicle communication …

iMon: Network Function Virtualisation Monitoring Based on a Unique Agent

C Zhou, J Tao, B Wang, N Zhao - IEICE Transactions on …, 2023 - search.ieice.org
As a key technology of 5G, NFV has attracted much attention. In addition, monitoring plays
an important role, and can be widely used for virtual network function placement and …

Spatial-Temporal Correlation-Based Prediction Model for Node and Link Residual Resources in NFV Networks

J Lai, F Yang, C Ying, W Song - 2023 International Conference …, 2023 - ieeexplore.ieee.org
Network functions virtualization (NFV) mainly meets the various performance requirements
of network services and improves the performance/cost ratio through the decoupling of …

Online QoS/QoE-driven SFC Orchestration Leveraging a DRL Approach in SDN/NFV Enabled Networks

M Escheikh - 2023 - researchsquare.com
The proliferation of the ever-increasing number of highly heterogeneous smart devices and
the emerging of a wide range of diverse applications in 5G mobile network ecosystems …

[PDF][PDF] Towards efficient large-scale network slicing: An LP rounding-and-refinement approach

WK Chen, YF Liu, F Liu, YH Dai… - arXiv preprint arXiv …, 2021 - researchgate.net
In this paper, we propose an efficient algorithm for the network slicing problem which
attempts to map multiple customized virtual network requests (also called services) to a …