Profile-based resource allocation for virtualized network functions

S Van Rossem, W Tavernier, D Colle… - … on Network and …, 2019 - ieeexplore.ieee.org
The virtualization of compute and network resources enables an unseen flexibility for
deploying network services. A wide spectrum of emerging technologies allows an ever …

Autonomous intelligent VNF profiling for future intelligent network orchestration

N Ferdosian, S Moazzeni, P Jaisudthi… - … Machine Learning in …, 2023 - ieeexplore.ieee.org
In this article, we propose a profile-based data-driven analysis framework to extract and
analyze the characteristics and behavior of virtualized network functions (VNFs) in …

Noisy neighbour impact assessment and prevention in virtualized mobile networks

F Muro, E Baena, S Fortes, L Nielsen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The generalization in the use of virtualization in the upcoming generation of cellular
networks involves new paradigms and approaches for their management. The correct …

Mobile network traffic analysis based on probability-informed machine learning approach

A Gorshenin, A Kozlovskaya, S Gorbunov… - Computer Networks, 2024 - Elsevier
The paper proposes an approach to the joint use of statistical and machine learning (ML)
models to solve the problems of the precise reconstruction of historical events, real-time …

О кластеризации объектов сетевой вычислительной инфраструктуры на основе анализа статистических аномалий в трафике

АК Горшенин, СА Горбунов… - Информатика и её …, 2023 - mathnet.ru
Рассматривается задача выявления статистических аномалий (т. е. существенных
превышений от типичных значений полученного и исходящего трафика) нагрузки на …

网络功能虚拟化环境中大规模资源状态监测策略

海梅生, 伊鹏, 江逸茗, 谢记超 - 网络与信息安全学报, 2019 - infocomm-journal.com
在网络功能虚拟化(NFV) 环境中, 为了提高网络中基础设施资源利用率, 高效动态部署服务功能
链, 编排管理域需要对网络中底层资源及虚拟网络功能状态进行实时监测 …

[引用][C] Telco-grade PaaS: First Results and Implementation

K Du, B Sayadi