@inproceedings{1d62606c5d7149efacd288855b8e2704,
title = "AQM Mechanism with Neuron Tuning Parameters",
abstract = "The congestion control is one of the most important questions in modern computer network performance. This article investigates the problem of adaptive neuron based choice of the Active Queue Mechanisms parameters. We evaluate the performance of the AQM mechanism in the presence of self-similar traffic based on the automatic selection of their parameters using the adaptive neuron. We have also proposed an AQM mechanism based on non-integer order controller with neuron tuning parameters and compared it with Adaptive Neuron AQM. The numerical results are obtained using the discrete event simulation model.",
keywords = "AQM, Congestion control, Neuron, controller",
author = "Jakub Szygu{\l}a and Adam Doma{\'n}ski and Joanna Doma{\'n}ska and Tadeusz Czach{\'o}rski and Dariusz Marek and Jerzy Klamka",
note = "Publisher Copyright: {\textcopyright} 2020, Springer Nature Switzerland AG.; 12th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2020 ; Conference date: 23-03-2020 Through 26-03-2020",
year = "2020",
doi = "10.1007/978-3-030-42058-1\_25",
language = "English",
isbn = "9783030420574",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer",
pages = "299--311",
editor = "Nguyen, \{Ngoc Thanh\} and Bogdan Trawinski and Kietikul Jearanaitanakij and Suphamit Chittayasothorn and Ali Selamat",
booktitle = "Intelligent Information and Database Systems - 12th Asian Conference, ACIIDS 2020, Proceedings",
address = "Germany",
}