A disaggregated packet processing architecture for network function virtualization
SR Chowdhury, H Bian, T Bai… - IEEE Journal on …, 2020 - ieeexplore.ieee.org
Network Function Virtualization (NFV) promises to reduce the capital and operational
expenditure for network operators by moving packet processing from purpose-built …
expenditure for network operators by moving packet processing from purpose-built …
The softwarised network data zoo
More and more management and orchestration approaches for (software) networks are
based on machine learning paradigms and solutions. These approaches depend not only …
based on machine learning paradigms and solutions. These approaches depend not only …
[HTML][HTML] Scaling migrations and replications of virtual network functions based on network traffic forecasting
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 …
face dynamic resource requests in Internet Service Provider (ISP) edge networks. They are …
An in-depth survey on virtualization technologies in 6g integrated terrestrial and non-terrestrial networks
6G networks are envisioned to deliver a large diversity of applications and meet stringent
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …
Quality of Service (QoS) requirements. Hence, integrated Terrestrial and Non-Terrestrial …
A lightweight SFC embedding framework in SDN/NFV-enabled wireless network based on reinforcement learning
J Chen, X Cheng, J Chen, H Zhang - IEEE Systems Journal, 2021 - ieeexplore.ieee.org
Network function virtualization (NFV) is considered to be a promising paradigm for reducing
network infrastructure cost. However, the mapping from network physical resources to …
network infrastructure cost. However, the mapping from network physical resources to …
Managing virtualized networks and services with machine learning
R Boutaba, N Shahriar… - … Networks and Service …, 2021 - Wiley Online Library
Virtualization is instigating a paradigm shift in the networking industry, to keep up with
emerging application's quality of service requirements, massive growth in traffic volume, and …
emerging application's quality of service requirements, massive growth in traffic volume, and …
QoE-aware Dynamic Resource Management in Future Softwarized and Virtualized Networks
With the advent of multimedia streaming services such as 4K/8K and extended reality,
managing and optimizing multimedia service delivery to end-users remains a challenge for …
managing and optimizing multimedia service delivery to end-users remains a challenge for …
An efficient reliability guaranteed deployment scheme for service function chains
This paper encloses an in-depth investigation of a novel cost-efficient reliability-guaranteed
deployment scheme for service function chains (SFCs) to tackle the drawbacks of the …
deployment scheme for service function chains (SFCs) to tackle the drawbacks of the …
Machine learning-based optimal vnf deployment
Network Function Virtualization (NFV) environment can deal with dynamic changes in traffic
status with appropriate deployment and scaling of Virtualized Network Function (VNF) …
status with appropriate deployment and scaling of Virtualized Network Function (VNF) …
A deep neural network-based multi-label classifier for SLA violation prediction in a latency sensitive NFV application
Recent advancements in the domain of Network Function Virtualization (NFV), and rollout of
next-generation networks have necessitated the requirement for the upkeep of latency …
next-generation networks have necessitated the requirement for the upkeep of latency …