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 …
Performance anomaly detection models of virtual machines for network function virtualization infrastructure with machine learning
Abstract Networking Function Virtualization (NFV) technology has become a new solution for
running network applications. It proposes a new paradigm for network function management …
running network applications. It proposes a new paradigm for network function management …
Sequential deep learning architectures for anomaly detection in virtual network function chains
Software-defined networking (SDN) and network function virtualization (NFV) have enabled
the efficient provision of network service. However, they also raised new tasks to monitor …
the efficient provision of network service. However, they also raised new tasks to monitor …
Predictive analysis in network function virtualization
Recent deployments of Network Function Virtualization (NFV) architectures have gained
tremendous traction. While virtualization introduces benefits such as lower costs and easier …
tremendous traction. While virtualization introduces benefits such as lower costs and easier …
Real-time analysis of multiple root causes for anomalies assisted by digital twin in NFV environment
W Wang, L Tang, C Wang… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Network Function Virtualization (NFV) is a promising paradigm that enables the employment
of novel service types with lower deployment cost and faster time-to-value, but it introduces …
of novel service types with lower deployment cost and faster time-to-value, but it introduces …
Machine learning-based anomaly detection in NFV: A comprehensive survey
Network function virtualization (NFV) is a rapidly growing technology that enables the
virtualization of traditional network hardware components, offering benefits such as cost …
virtualization of traditional network hardware components, offering benefits such as cost …
Anomaly detection and root cause localization in virtual network functions
C Sauvanaud, K Lazri, M Kaâniche… - 2016 IEEE 27th …, 2016 - ieeexplore.ieee.org
The maturity of hardware virtualization has motivated Communication Service Providers
(CSPs) to apply thisparadigm to network services. Virtual Network Functions (VNFs) result …
(CSPs) to apply thisparadigm to network services. Virtual Network Functions (VNFs) result …
Protecting VNF services with smart online behavior anomaly detection method
Abstract Network Function Virtualization (NFV) is an emerging technology that allows
network operators to deploy their Virtualized Network Functions (VNFs) on low-cost …
network operators to deploy their Virtualized Network Functions (VNFs) on low-cost …
Matrix differential decomposition-based anomaly detection and localization in NFV networks
J Chen, M Chen, X Wei, B Chen - IEEE Access, 2019 - ieeexplore.ieee.org
Network function virtualization (NFV) is a promising network paradigm that enables the
design and implementation of novel network services with lower cost, increased agility, and …
design and implementation of novel network services with lower cost, increased agility, and …
Anomaly detection framework for SFC integrity in NFV environments
With the increasing deployments of Network Functions Virtualization (NFV) in both industry
and academia, it becomes necessary to design mechanisms for keeping the integrity of …
and academia, it becomes necessary to design mechanisms for keeping the integrity of …