A Complete Review on the Application of Statistical Methods for Evaluating Internet Traffic Usage
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3227073
Abstract: Internet traffic classification aims to identify the kind of Internet traffic. With the rise of traffic encryption and multi-layer data encapsulation, some classic classification methods have lost their strength. In an attempt to increase classification… read more here.
Keywords: traffic; internet traffic; statistical methods; traffic classification ... See more keywords
Technical perspective: Tracking pandemic-driven internet traffic
Sign Up to like & getrecommendations! Published in 2021 at "Communications of the ACM"
DOI: 10.1145/3465173
Abstract: The Internet is a research experiment that "escaped from the lab" to become a critical global communications infrastructure during our lifetimes. Over the past year of the COVID-19 pandemic, the Internet has supported friends and… read more here.
Keywords: traffic; tracking pandemic; technical perspective; internet ... See more keywords
Improving K-NN Internet Traffic Classification Using Clustering and Principle Component Analysis
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DOI: 10.11591/eei.v6i2.608
Abstract: K-Nearest Neighbour (K-NN) is one of the popular classification algorithm, in this research K-NN use to classify internet traffic, the K-NN is appropriate for huge amounts of data and have more accurate classification, K-NN algorithm… read more here.
Keywords: internet traffic; classification; fuzzy mean; feature selection ... See more keywords
A Self-Supervised Learning Model for Unknown Internet Traffic Identification Based on Surge Period
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DOI: 10.3390/fi14100289
Abstract: The identification of Internet protocols provides a significant basis for keeping Internet security and improving Internet Quality of Service (QoS). However, the overwhelming developments and updating of Internet technologies and protocols have led to large… read more here.
Keywords: unknown internet; internet; traffic identification; traffic ... See more keywords