Robust virtual network function provisioning under random failures on network function enabled nodes

T Lin, Z Zhou - 2018 10th International Workshop on Resilient …, 2018 - ieeexplore.ieee.org
Network function virtualization enables on-demand network function (NF) deployment
providing agile and dynamic network services. Early works on NF focused on its …

[PDF][PDF] An Adaptive Hybrid Optimization Strategy for Resource Allocation in Network Function Virtualization.

C Wen, D Zeng - CMES-Computer Modeling in Engineering & …, 2024 - cdn.techscience.cn
With the rapid development of Network Function Virtualization (NFV), the problem of low
resource utilization in traditional data centers is gradually being addressed. However …

Detect resource related events in a cloud-edge infrastructure using knowledge graph embeddings and machine learning

K Mitropoulou, P Kokkinos, P Soumplis… - … Networks and Digital …, 2022 - ieeexplore.ieee.org
Edge and cloud computing infrastructures consist of multiple resources that may belong to
different providers and are utilized in a shared manner by distributed applications for …

A fuzzy controller for an adaptive VNFs placement in 5G network architecture

S Retal, A Idrissi - International Journal of Computational …, 2020 - inderscienceonline.com
In cloud computing field, computation and memory resources are becoming a relevant
growing business. On the other hand, mobile network architecture faces many hurdles …

A Survey of Service Function Chain Orchestration Based on Neural Network

S Wang, L Yang - 2023 IEEE 98th Vehicular Technology …, 2023 - ieeexplore.ieee.org
With the rapid development of Internet of Things, edge computing, SDN/NFV and other
network communication technologies, the demand for dynamic service function chain …

DARN: Dynamic baselines for real-time network monitoring

R Mijumbi, A Asthana, M Koivunen… - 2018 4th ieee …, 2018 - ieeexplore.ieee.org
Network monitoring is necessary so as to ensure high reliability and availability in telecom
networks. One of the main challenges posed by state-of-the-art monitoring tools is the …

Performance analysis of selected machine learning techniques for estimating resource requirements of virtual network functions (VNFs) in software defined networks

SM Faheem, MI Babar, RA Khalil, N Saeed - Applied sciences, 2022 - mdpi.com
Rapid development in the field of computer networking is now demanding the application of
Machine Learning (ML) techniques in the traditional settings to improve the efficiency and …

State acquisition in computer networks

R de Fréin - … IFIP Networking Conference (IFIP Networking) and …, 2018 - ieeexplore.ieee.org
We establish that State Acquisition should be per-formed in networks at a rate which is
consistent with the rate-of-change of the element or service being observed. We …

[引用][C] Traffic forecasting for open radio access networks virtualized network functions in 5g networks

K Ali, M Jammal - International Journal of Computer and Information …, 2023

CLOUD COMPUTING VIRTUAL RESOURCE DYNAMIC SYSTEM ALLOCATION AND APPLICATION BASED ON SYSTEM ARCHITECTURE.

F Yang - Dynamic Systems and Applications, 2021 - go.gale.com
Cloud computing is a way to build dynamic systems based on sharing, which can connect
large system pools to provide services. The purpose of this paper is to study the layout and …