AI-based modeling and monitoring techniques for future intelligent elastic optical networks

X Liu, H Lun, M Fu, Y Fan, L Yi, W Hu, Q Zhuge - Applied Sciences, 2020 - mdpi.com
With the development of 5G technology, high definition video and internet of things, the
capacity demand for optical networks has been increasing dramatically. To fulfill the capacity …

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 …

[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 …

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 …

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 …

Orchestrating tree-type VNF forwarding graphs in inter-DC elastic optical networks

M Zeng, W Fang, Z Zhu - Journal of Lightwave Technology, 2016 - opg.optica.org
It is known that by incorporating network function virtualization (NFV) in inter-datacenter
(inter-DC) networks, service providers can use their network resources more efficiently and …

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 …

Improving cloud-based IoT services through virtual network embedding in elastic optical inter-DC networks

W Wei, H Gu, K Wang, X Yu… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
With the boom of Internet of Things (IoT), an increasing amount of data from IoT applications
is moved to geo-distributed data centers (DCs) for data analysis. Massive compute …