[HTML][HTML] Supervised learning of neural networks for active queue management in the internet

J Szyguła, A Domański, J Domańska, D Marek, K Filus… - Sensors, 2021 - mdpi.com
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 …

[PDF][PDF] The IoT gateway with active queue management

A Domański, J Domańska, T Czachórski… - … journal of applied …, 2021 - intapi.sciendo.com
As the traffic volume from various Internet of things (IoT) networks increases significantly, the
need for adapting the quality of service (QoS) mechanisms to the new Internet conditions …

[HTML][HTML] Combined diffusion approximation–simulation model of AQM's transient behavior

D Marek, A Domański, J Domańska… - Computer …, 2021 - Elsevier
The article introduces an approach combining diffusion approximation and simulation ones.
Furthermore, it describes how it can be used to evaluate active queue management (AQM) …

The use of a non-integer order PI controller with an active queue management mechanism

A Domański, J Domańska, T Czachórski… - International Journal of …, 2016 - sciendo.com
In this paper the performance of a fractional order PI controller is compared with that of RED,
a well-known active queue management (AQM) mechanism. The article uses fluid flow …

[HTML][HTML] Diffusion Model of a Non-Integer Order PIγ Controller with TCP/UDP Streams

D Marek, A Domański, J Domańska, J Szyguła… - Entropy, 2021 - mdpi.com
In this article, a way to employ the diffusion approximation to model interplay between TCP
and UDP flows is presented. In order to control traffic congestion, an environment of IP …

Self-similarity traffic and AQM mechanism based on non-integer order controller

A Domański, J Domańska, T Czachórski… - … Conference on Computer …, 2017 - Springer
In this paper the performance of fractional order PID controller as AQM mechanism and
impact of traffic self-similarity on network utilization are investigated with the use of discrete …

The AQM Dropping Packet Probability Function Based on Non-integer Order Controller

A Domański, J Domańska, T Czachórski… - Non-Integer Order …, 2019 - Springer
In this paper we present the probability function based on PID controller with non-integer
integral and derivative orders. We present how to change the probability of packet dropping …

GPU Accelerated Non-integer Order Controller Used as AQM Mechanism

A Domański, J Domańska, T Czachórski… - … Conference, CN 2018 …, 2018 - Springer
GPU Accelerated Non-integer Order $$PI^{\alpha }D^\beta $$ Controller Used as AQM
Mechanism | SpringerLink Skip to main content Advertisement SpringerLink Account Menu Find …

[HTML][HTML] Diffusion approximation model of TCP newreno congestion control mechanism

A Domański, J Domańska, T Czachórski, J Klamka… - SN Computer …, 2020 - Springer
The aim of the article is to contribute to the modeling and evaluation of TCP/IP traffic control
in case of active queue management mechanisms implemented in congestion router. We …

Approximation models for the evaluation of TCP/AQM networks

D Marek, A Domański, J Domańska… - Bulletin of the Polish …, 2022 - yadda.icm.edu.pl
The article proposes a model in which Diffusion Approximation is used to analyse the
TCP/AQM transmission mechanism in a multinode computer network. In order to prevent …