[PDF][PDF] ProvTalk: Towards Interpretable Multi-level Provenance Analysis in Networking Functions Virtualization (NFV).

A Tabiban, H Zhao, Y Jarraya, M Pourzandi, M Zhang… - NDSS, 2022 - researchgate.net
Network functions virtualization (NFV) enables agile deployment of network services on top
of clouds. However, as NFV involves multiple levels of abstraction representing the same …

Fault diagnosis in the network function virtualization: A survey, taxonomy, and future directions

J Li, X Qi, J Li, Z Su, Y Su, L Liu - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
The widespread application of ultradense and multivariate Internet of Things (IoT) benefits
from network function virtualization (NFV) that provides flexible frameworks and effective …

Fault and performance management in multi-cloud virtual network services using AI: A tutorial and a case study

L Gupta, T Salman, M Zolanvari, A Erbad, R Jain - Computer Networks, 2019 - Elsevier
Abstract Carriers find Network Function Virtualization (NFV) and multi-cloud computing a
potent combination for deploying their network services. The resulting virtual network …

FullSight: A feasible intelligent and collaborative framework for service function chains failure detection

K Guo, J Chen, P Dong, S Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Network function virtualization (NFV) is a ground-breaking technology that decouples
network functions (NFs) from customized hardware to support more flexible network services …

Dtfl: A digital twin-assisted graph neural network approach for service function chains failure localization

K Guo, J Chen, P Dong, T Zou, J Zhu… - … on Cloud Computing, 2023 - ieeexplore.ieee.org
Cloud computing enables Network Function Virtualization to dynamically provide and
deploy network functions (NFs) to meet business-specific requirements. This approach …

Predictive analysis in network function virtualization

Z Li, Z Ge, A Mahimkar, J Wang, BY Zhao… - Proceedings of the …, 2018 - dl.acm.org
Recent deployments of Network Function Virtualization (NFV) architectures have gained
tremendous traction. While virtualization introduces benefits such as lower costs and easier …

Research challenges for network function virtualization-re-architecting middlebox for high performance and efficient, elastic and resilient platform to create new …

K Shiomoto - IEICE Transactions on Communications, 2018 - search.ieice.org
Today's enterprise, data-center, and internet-service-provider networks deploy different
types of network devices, including switches, routers, and middleboxes such as network …

CollaSFC: An Intelligent Collaborative Approach for In-network SFC Failure Detection in Data Center for AI Computing

K Guo, J Chen, Q Xu, F Song, X Huang, S Liu… - Proceedings of the …, 2024 - dl.acm.org
The successful application cases of Large Language Models (LLMs) and Machine Learning
(ML) are driving traditional data centers to transform into intelligent computing data centers …

An Accountability-Oriented Generation approach to Time-Varying Structure of Cloud Service

X Li, J Chen, Y Jiang, H Hu… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In the current cloud service development, during the widely used of cloud service, it can self
organize and respond on demand when the cloud service in phenomenon of failure or …

A review on network function virtualisation security challenges and design considerations

N Ahmad, MS Rathore… - International Journal of …, 2024 - inderscienceonline.com
Network function virtualisation (NFV) offers several benefits to both network operators and
end users. It is a more programmable and low-cost solution as compared to a traditional …