An approach of collecting performance anomaly dataset for NFV Infrastructure
Q Du, Y He, T Xie, K Yin, J Qiu - … November 15-17, 2018, Proceedings, Part …, 2018 - Springer
Abstract Network Function Virtualization (NFV) technology is widely used in industry and
academia. Meanwhile, it brings a lot of challenges to the NFV applications' reliability, such …
academia. Meanwhile, it brings a lot of challenges to the NFV applications' reliability, such …
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 …
A fault correlation approach to detect performance anomalies in virtual network function chains
Network Function Virtualization is an emerging paradigm to allow the creation, at software
level, of complex network services by composing simpler ones. However, this paradigm shift …
level, of complex network services by composing simpler ones. However, this paradigm shift …
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 …
Statistical-based anomaly detection for NFV services
MA Kourtis, G Xilouris, G Gardikis… - 2016 IEEE Conference …, 2016 - ieeexplore.ieee.org
Large-scale, carrier-grade Network Functions Virtualisation (NFV) services are expected to
involve a significant number of Virtual Network Functions, deployed across multiple Points-of …
involve a significant number of Virtual Network Functions, deployed across multiple Points-of …
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 …
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 …
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 …
Universal fault detection for NFV using SOM-based clustering
T Niwa, M Miyazawa, M Hayashi… - 2015 17th Asia-Pacific …, 2015 - ieeexplore.ieee.org
Network function virtualization (NFV) introduces additional complexity to network
management, since the placement and behavior of virtualized network functions (VNFs) can …
management, since the placement and behavior of virtualized network functions (VNFs) can …
Anomaly detection for openstack services with process-related topological analysis
T Niwa, Y Kasuya, T Kitahara - 2017 13th International …, 2017 - ieeexplore.ieee.org
OpenStack has become the de-facto standard open source software for managing
virtualized infrastructure for NFV, however, operators are facing increased complexity of fault …
virtualized infrastructure for NFV, however, operators are facing increased complexity of fault …