Survey on machine learning for traffic-driven service provisioning in optical networks

T Panayiotou, M Michalopoulou… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The unprecedented growth of the global Internet traffic, coupled with the large spatio-
temporal fluctuations that create, to some extent, predictable tidal traffic conditions, are …

A survey on the placement of virtual network functions

J Sun, Y Zhang, F Liu, H Wang, X Xu, Y Li - Journal of Network and …, 2022 - Elsevier
The dependence of traditional network functions (NFs) on special hardware results in high
capital expenditures (CAPEX) and operating expenditures (OPEX). Network Function …

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 …

Holu: Power-aware and delay-constrained VNF placement and chaining

A Varasteh, B Madiwalar, A Van Bemten… - … on Network and …, 2021 - ieeexplore.ieee.org
Service function chains (SFCs) are an ordered set of virtual network functions (VNFs) which
can realize a specific network service. Enabled by virtualization technologies, these VNFs …

Application component placement in NFV-based hybrid cloud/fog systems with mobile fog nodes

C Mouradian, S Kianpisheh… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Fog computing reduces the latency induced by distant clouds by enabling the deployment of
some application components at the edge of the network, on fog nodes, while keeping …

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 …

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 …

Deep-learning-assisted network orchestration for on-demand and cost-effective vNF service chaining in inter-DC elastic optical networks

B Li, W Lu, S Liu, Z Zhu - Journal of Optical Communications and …, 2018 - opg.optica.org
This work addresses the relatively long setup latency and complicated network control and
management caused by on-demand virtual network function service chain (vNF-SC) …

GNN-based hierarchical deep reinforcement learning for NFV-oriented online resource orchestration in elastic optical DCIs

B Li, Z Zhu - Journal of Lightwave Technology, 2022 - opg.optica.org
Network function virtualization (NFV) in elastic optical datacenter interconnections (EO-
DCIs) enables flexible and timely deployment of network services. However, as the service …

CPVNF: Cost-efficient proactive VNF placement and chaining for value-added services in content delivery networks

M Dieye, S Ahvar, J Sahoo, E Ahvar… - … on Network and …, 2018 - ieeexplore.ieee.org
Value-added services (eg, overlaid video advertisements) have become an integral part of
today's content delivery networks (CDNs). To offer cost-efficient, scalable, and more agile …