Machine learning for network automation: overview, architecture, and applications [Invited Tutorial]
Networks are complex interacting systems involving cloud operations, core and metro
transport, and mobile connectivity all the way to video streaming and similar user …
transport, and mobile connectivity all the way to video streaming and similar user …
Cognitive assurance architecture for optical network fault management
D Rafique, T Szyrkowiec, H Grießer… - Journal of Lightwave …, 2018 - opg.optica.org
In face of staggering traffic growth driven by cloud-based platforms, modern optical networks—
forming the backbone of such connectivity—are faced with increasing requirements in terms …
forming the backbone of such connectivity—are faced with increasing requirements in terms …
Automatic intent-based secure service creation through a multilayer SDN network orchestration
Growing traffic demands and increasing security awareness are driving the need for secure
services. Current solutions require manual configuration and deployment based on the …
services. Current solutions require manual configuration and deployment based on the …
A survey of big data machine learning applications optimization in cloud data centers and networks
SH Mohamed, TEH El-Gorashi… - arXiv preprint arXiv …, 2019 - arxiv.org
This survey article reviews the challenges associated with deploying and optimizing big data
applications and machine learning algorithms in cloud data centers and networks. The …
applications and machine learning algorithms in cloud data centers and networks. The …
Self-optimizing optical network with cloud-edge collaboration: Architecture and application
As an important bearer network of the fifth generation (5G) mobile communication
technology, the optical transport network (OTN) needs to have high-quality network …
technology, the optical transport network (OTN) needs to have high-quality network …
Divide and conquer for fast SRLG disjoint routing
Ensuring transmission survivability is a crucial problem for high-speed networks. Path
protection is a fast and capacity-efficient approach for increasing the availability of end to …
protection is a fast and capacity-efficient approach for increasing the availability of end to …
A framework for dynamic multi-layer resource allocation and optimization in application-centric networking
Ć Rožić, M Savi, C Matrakidis, D Klonidis… - Optical Fiber …, 2017 - opg.optica.org
In an SDN-based network, connection requests can be accommodated according to
application requirements. We devise a framework where such requirements drive IP and …
application requirements. We devise a framework where such requirements drive IP and …
Leveraging Network Slicing in SDNs for Handling Application Failures.
B Lokesh, N Rajagopalan - IAENG International Journal of …, 2024 - search.ebscohost.com
Unlike traditional networks, Software-defined networks (SDNs) provide an overall view and
centralized control of all the devices in the network. SDNs enable the network administrator …
centralized control of all the devices in the network. SDNs enable the network administrator …
[PDF][PDF] Distributed Multi Criteria Routed for MPLS-TE Based on Machine Learning: Concept and Applications.
MPLS-TE Networks are complex interacting systems, providers integrate absolutely the
forwarding equivalent class involving in the dynamic routing algorithm" Dynamic Multi …
forwarding equivalent class involving in the dynamic routing algorithm" Dynamic Multi …
A dynamic multi-layer resource allocation and optimization framework in application-centric networks
Ć Rožić, M Savi, C Matrakidis… - Journal of Lightwave …, 2018 - ieeexplore.ieee.org
In a software-defined networking (SDN) based network, service requests can be
accommodated according to the network application requirements. We devise a framework …
accommodated according to the network application requirements. We devise a framework …