Elephant flows (elephants) refer to the sequences of packets that contribute only 10% of the
total volume but consume over 90% of the network bandwidth. They often cause network …

Software-defined networking (SDN) is characterized by the separation of the packet
forwarding plane from the network control plane. This separation offers an extensive view of …

Accurate classification of encrypted traffic plays an important role in network management.
However, current methods confronts several problems: inability to characterize traffic that …

This survey is devoted to the task of network traffic classification, specifically, to the use of
machine learning algorithms in this task. The survey begins with the description of the task …

One of the foundational and key means of optimizing network service in the field of network
security is traffic identification. Various data transmission encryption technologies have been …

Visibility into network traffic is a key requirement for different security and network monitoring
tools. Recent trends in the evolution of Internet traffic present a challenge for traditional traffic …

В статье рассматривается задача классификации сетевого трафика с использованием
методов машинного обучения. Приводятся различные постановки задачи …

В работе рассмотрены вопросы обучения моделей обнаружения компьютерных атак,
основанных на применении методов машинного обучения. Последовательно …

This survey is dedicated to the task of network traffic classification, particularly to the use of
machine learning algorithms in this task. The survey begins with the description of the task …

Almost every industry has revolutionized with Artificial Intelligence. The telecommunication
industry is one of them to improve customers' Quality of Services and Quality of Experience …