Traffic classification acquired the interest of the Internet community early on. Different
approaches have been proposed to classify Internet traffic to manage both security and …

The services provided through peer-to-peer (P2P) architecture involve the transmission of
text, images, documents, and multimedia. Especially the distribution of multimedia content …

Internet-of-Things (IoT) devices are massively interconnected, which generates a massive
amount of network traffic. The concept of edge computing brings a new paradigm to monitor …

Network traffic identification and classification in the current scenario are not only required
for traffic management but in designing a future protocol for user-specific services and …

Peer to peer applications have modified the nature of internet traffic. It will consume high
internet bandwidth and affect the performance of traditional traffic internet applications …

Identification of bandwidth-heavy Internet traffic is important for network administrators to
throttle high-bandwidth application traffic. Flow features based classification have been …

Цель работы: сравнительный анализ эффективности алгоритмов классификации
Naive Bayes, C4. 5, AdaBoost, SVM, Random Forest вслучаях, когда объектом …

Internet data traffic monitoring and management are important requirements for ensuring top
notch quality of service in a network. Data traffic logs contain useful hidden information that …

Managing high-bandwidth application traffic through identification of bandwidth-heavy
Internet traffic is important for network administration. classification based on statistical flow …

P2P technology has grown rapidly over the past decade and has been one of the largest
contributors of the Internet traffic [1]. The traffic such as WWW, FTP, Email, etc. use the client …