A comprehensive survey of network function virtualization

B Yi, X Wang, K Li, M Huang - Computer Networks, 2018 - Elsevier
Today's networks are filled with a massive and ever-growing variety of network functions that
coupled with proprietary devices, which leads to network ossification and difficulty in network …

Optimal VNF placement via deep reinforcement learning in SDN/NFV-enabled networks

J Pei, P Hong, M Pan, J Liu… - IEEE Journal on Selected …, 2019 - ieeexplore.ieee.org
The emerging paradigm-Software-Defined Networking (SDN) and Network Function
Virtualization (NFV)-makes it feasible and scalable to run Virtual Network Functions (VNFs) …

On dynamic service function chain deployment and readjustment

J Liu, W Lu, F Zhou, P Lu, Z Zhu - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Network function virtualization (NFV) is a promising technology to decouple the network
functions from dedicated hardware elements, leading to the significant cost reduction in …

Efficiently embedding service function chains with dynamic virtual network function placement in geo-distributed cloud system

J Pei, P Hong, K Xue, D Li - IEEE Transactions on Parallel and …, 2018 - ieeexplore.ieee.org
Network Function Virtualization (NFV) and Software-Defined Networks (SDN) enable
Internet Service Providers (ISPs) to place Virtual Network Functions (VNFs) to achieve the …

EdgeGYM: a reinforcement learning environment for constraint-aware NFV resource allocation

J Su, S Nair, L Popokh - … 2nd International Conference on AI in …, 2023 - ieeexplore.ieee.org
Optimizing resource allocation in Network Functions Virtualization (NFV) deployment
remains a challenging problem due to the complex interactions between network functions …

Service function chain orchestration across multiple domains: A full mesh aggregation approach

G Sun, Y Li, D Liao, V Chang - IEEE Transactions on Network …, 2018 - ieeexplore.ieee.org
Generally, a service request must specify its required virtual network functions (VNFs) and
their specific order, which is known as the service function chain (SFC). When mapping …

[HTML][HTML] Latency and energy-aware provisioning of network slices in cloud networks

P Borylo, M Tornatore, P Jaglarz, N Shahriar… - Computer …, 2020 - Elsevier
Modern network services are constantly increasing their requirements in terms of bandwidth,
latency and cost efficiency. To satisfy these requirements, the concept of network slicing has …

Sel-INT: A runtime-programmable selective in-band network telemetry system

S Tang, D Li, B Niu, J Peng… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
It is known that by leveraging programmable data plane, in-band network telemetry (INT)
can be realized to provide a powerful and promising method to collect realtime network …

Forecast-assisted NFV service chain deployment based on affiliation-aware vNF placement

Q Sun, P Lu, W Lu, Z Zhu - 2016 IEEE Global Communications …, 2016 - ieeexplore.ieee.org
This paper studies the problem of service chain (SC) deployment. Specifically, we try to
place virtual network functions (vNFs) on network nodes and connect the vNFs in sequence …

Joint spectrum and IT resource allocation for efficient vNF service chaining in inter-datacenter elastic optical networks

W Fang, M Zeng, X Liu, W Lu… - IEEE Communications …, 2016 - ieeexplore.ieee.org
We study how to allocate spectrum and IT resources jointly for realizing efficient virtual
network function (VNF) service chaining in inter-datacenter elastic optical networks. We first …