A deep learning based sla management for NFV-based services
J Bendriss, IGB Yahia, R Riggio… - 2018 21st Conference …, 2018 - ieeexplore.ieee.org
Network function Virtualization (NFV) is expected to accelerate service deployment and
enable service agility for Telco operators. NFV builds on virtualization technology and off-the …
enable service agility for Telco operators. NFV builds on virtualization technology and off-the …
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 …
Cost-efficient service assurance with joint orchestration in NFV networks
M Xie, C Banino-Rokkones… - 2018 IEEE Conference …, 2018 - ieeexplore.ieee.org
Network Function Virtualization (NFV), as an enabler for 5G and network slicing, introduces
new abstraction levels and orchestration to automate the network operations. However, such …
new abstraction levels and orchestration to automate the network operations. However, such …
Machine learning based SLA-aware VNF anomaly detection for virtual network management
J Hong, S Park, JH Yoo… - 2020 16th International …, 2020 - ieeexplore.ieee.org
Since the concept of Software-Defined Networking (SDN) and Network Function
Virtualization (NFV) has been proposed, telcos and service providers have leveraged these …
Virtualization (NFV) has been proposed, telcos and service providers have leveraged these …
Forecasting and anticipating SLO breaches in programmable networks
J Bendriss, IGB Yahia… - 2017 20th Conference on …, 2017 - ieeexplore.ieee.org
Software Networks built by combining Software Defined Networks (SDN), Network Function
Virtualization (NFV) and Cloud principles call for agile and dynamic automation of …
Virtualization (NFV) and Cloud principles call for agile and dynamic automation of …
Towards autonomous VNF auto-scaling using deep reinforcement learning
Network Function Virtualization (NFV) is one of the main enablers behind the promised
improvements in the Fifth Generation (5G) networking era. Thanks to this concept, Network …
improvements in the Fifth Generation (5G) networking era. Thanks to this concept, Network …
A machine learning based SLA-aware VNF anomaly detection method in virtual networks
J Hong, S Park, JH Yoo… - … Conference on Information …, 2020 - ieeexplore.ieee.org
Since the concept of Software-Defined Networking (SDN) and Network Function
Virtualization (NFV) has been proposed, telcos and service providers have leveraged these …
Virtualization (NFV) has been proposed, telcos and service providers have leveraged these …
A study of slice-aware service assurance for network function virtualization
J Kim, M Xie - 2019 IEEE Conference on Network …, 2019 - ieeexplore.ieee.org
In an NFV environment, a single physical infrastructure commonly operates multiple virtual
networks (ie, network slicing) which makes the resource management and service …
networks (ie, network slicing) which makes the resource management and service …
Nfv-inspector: A systematic approach to profile and analyze virtual network functions
Network Function Virtualization (NFV) focuses on decoupling network functions from
proprietary hardware (ie, middleboxes) by leveraging virtualization technology. Combining it …
proprietary hardware (ie, middleboxes) by leveraging virtualization technology. Combining it …
[PDF][PDF] Monitoring and debugging using an SDK for NFV-powered telecom applications
The next generation of telecom services will require an unprecedented level of flexibility and
functionality. In this 5G network context, Software-Defined-Networking (SDN) and Network …
functionality. In this 5G network context, Software-Defined-Networking (SDN) and Network …