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Explainable Internet Traffic Classification [PDF]
Applied Sciences, 2021 The problem analyzed in this paper deals with the classification of Internet traffic. During the last years, this problem has experienced a new hype, as classification of Internet traffic has become essential to perform advanced network management.
Christian Callegari +3 more
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Internet traffic and firm performance in big-ticket sectors: there are two sides of the coin
Retos, 2022 The importance of well-established and customer-friendly firms’ websites has increased in the context of the digitalization of the economy. The COVID-19 pandemic has become a new driver for the development of Internet communications between ...
Lubov Spitsina +2 more
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Supervised Learning of Neural Networks for Active Queue Management in the Internet
Sensors, 2021 The paper examines the AQM mechanism based on neural networks. The active queue management allows packets to be dropped from the router’s queue before the buffer is full.
Jakub Szyguła +5 more
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Electricity Load and Internet Traffic Forecasting Using Vector Autoregressive Models
Mathematics, 2021 This study was conducted to investigate the applicability of measuring internet traffic as an input of short-term electricity demand forecasts. We believe our study makes a significant contribution to the literature, especially in short-term load ...
Yunsun Kim, Sahm Kim
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Sensors, 2022 Network data traffic is increasing with expanded networks for various applications, with text, image, audio, and video for inevitable needs. Network traffic pattern identification and analysis of traffic of data content are essential for different needs ...
Nagaiah Mohanan Balamurugan +3 more
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Вестник университета, 2022 The digitalisation of the economy and the global coronavirus pandemic transfer competition for consumers into a virtual Internet environment, in which the enterprise success depends on its digital capital, which includes an Internet communication system ...
L. Yu. Spitsina +2 more
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Time-Dependent Performance of a Multi-Hop Software Defined Network
Applied Sciences, 2021 It has been recently observed that Software Defined Networks (SDN) can change the paths of different connections in the network at a relatively frequent pace to improve the overall network performance, including delay and packet loss, or to respond to ...
Tadeusz Czachórski +3 more
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A Self-Supervised Learning Model for Unknown Internet Traffic Identification Based on Surge Period
Future Internet, 2022 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 ...
Dawei Wei, Feifei Shi, Sahraoui Dhelim
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Applied Sciences, 2022 Energy-efficient driving systems can effectively reduce energy consumption during vehicle operation. Most of the existing studies focus on the driving strategies in a fixed signal timing environment, whereas the standardized Signal Phase and Timing (SPaT)
Xia Jiang, Jian Zhang, Bo Wang
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Bandwidth Estimation Using Network Calculus in Practice [PDF]
International Journal of Electronics and Telecommunications, 2019 An available bandwidth at a link is an unused capacity. Its measuring and/or estimation is not simple in practice. On the other hand, we know that its continuous knowledge is crucial for the operation of almost all networks.
Katarzyna Wasielewska, Andrzej Borys
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