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 …
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 …
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 …
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 …