AQMoT: Implementation of Special Queue Management Approach for Internet of Things

In the age of digitalization, the impact of Internet of Things (IoT) networks can be seen in many different areas, and there are significant issues with networking and capacity due to the low smartness and cost issues of IoT devices. Congestion and queue management, especially in an IoT network buff...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Kerem Aytac, Omer Korcak, Malik Turkoglu, Harun Ozdemir, Muhammed Murat Dilmac
Formato:	article
Lenguaje:	EN
Publicado:	FRUCT 2021
Materias:	internet of things active queue management congestion avoidance game theory Telecommunication TK5101-6720
Acceso en línea:	https://doaj.org/article/e6bc7d243cbc4d0199fbb173d3dbb7c4
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:e6bc7d243cbc4d0199fbb173d3dbb7c4
record_format	dspace
spelling	oai:doaj.org-article:e6bc7d243cbc4d0199fbb173d3dbb7c42021-11-20T15:59:33ZAQMoT: Implementation of Special Queue Management Approach for Internet of Things2305-72542343-073710.23919/FRUCT53335.2021.9599976https://doaj.org/article/e6bc7d243cbc4d0199fbb173d3dbb7c42021-10-01T00:00:00Zhttps://www.fruct.org/publications/fruct30/files/Ayt.pdfhttps://doaj.org/toc/2305-7254https://doaj.org/toc/2343-0737In the age of digitalization, the impact of Internet of Things (IoT) networks can be seen in many different areas, and there are significant issues with networking and capacity due to the low smartness and cost issues of IoT devices. Congestion and queue management, especially in an IoT network buffer, is one of the most important issues to consider. In this paper, we explained how to develop, implement and test the algorithm built to manage the queue and to avoid potential congestion by adding some intelligence to dumb nodes with a lightweight method called AQM-of-Things (AQMoT) which we have proposed recently. Extensive-form game model is used for defining decision making criteria of both IoT nodes (when to send) and the gateway node (when to drop). We implement a game model according to the queue level by including other network conditions as well. We propose a content-aware priority assignment method for the packets. We develop a realistic test environment and evaluate effectiveness of the AQMoT algorithm. Test results suggest that AQMoT effectively avoids packet drops for high priority data and reduces the burden on the gateway queue caused by redundant data sent by dumb IoT devices.Kerem AytacOmer KorcakMalik TurkogluHarun OzdemirMuhammed Murat DilmacFRUCTarticleinternet of thingsactive queue managementcongestion avoidancegame theoryTelecommunicationTK5101-6720ENProceedings of the XXth Conference of Open Innovations Association FRUCT, Vol 30, Iss 1, Pp 3-9 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	internet of things active queue management congestion avoidance game theory Telecommunication TK5101-6720
spellingShingle	internet of things active queue management congestion avoidance game theory Telecommunication TK5101-6720 Kerem Aytac Omer Korcak Malik Turkoglu Harun Ozdemir Muhammed Murat Dilmac AQMoT: Implementation of Special Queue Management Approach for Internet of Things
description	In the age of digitalization, the impact of Internet of Things (IoT) networks can be seen in many different areas, and there are significant issues with networking and capacity due to the low smartness and cost issues of IoT devices. Congestion and queue management, especially in an IoT network buffer, is one of the most important issues to consider. In this paper, we explained how to develop, implement and test the algorithm built to manage the queue and to avoid potential congestion by adding some intelligence to dumb nodes with a lightweight method called AQM-of-Things (AQMoT) which we have proposed recently. Extensive-form game model is used for defining decision making criteria of both IoT nodes (when to send) and the gateway node (when to drop). We implement a game model according to the queue level by including other network conditions as well. We propose a content-aware priority assignment method for the packets. We develop a realistic test environment and evaluate effectiveness of the AQMoT algorithm. Test results suggest that AQMoT effectively avoids packet drops for high priority data and reduces the burden on the gateway queue caused by redundant data sent by dumb IoT devices.
format	article
author	Kerem Aytac Omer Korcak Malik Turkoglu Harun Ozdemir Muhammed Murat Dilmac
author_facet	Kerem Aytac Omer Korcak Malik Turkoglu Harun Ozdemir Muhammed Murat Dilmac
author_sort	Kerem Aytac
title	AQMoT: Implementation of Special Queue Management Approach for Internet of Things
title_short	AQMoT: Implementation of Special Queue Management Approach for Internet of Things
title_full	AQMoT: Implementation of Special Queue Management Approach for Internet of Things
title_fullStr	AQMoT: Implementation of Special Queue Management Approach for Internet of Things
title_full_unstemmed	AQMoT: Implementation of Special Queue Management Approach for Internet of Things
title_sort	aqmot: implementation of special queue management approach for internet of things
publisher	FRUCT
publishDate	2021
url	https://doaj.org/article/e6bc7d243cbc4d0199fbb173d3dbb7c4
work_keys_str_mv	AT keremaytac aqmotimplementationofspecialqueuemanagementapproachforinternetofthings AT omerkorcak aqmotimplementationofspecialqueuemanagementapproachforinternetofthings AT malikturkoglu aqmotimplementationofspecialqueuemanagementapproachforinternetofthings AT harunozdemir aqmotimplementationofspecialqueuemanagementapproachforinternetofthings AT muhammedmuratdilmac aqmotimplementationofspecialqueuemanagementapproachforinternetofthings
_version_	1718419456861929472

AQMoT: Implementation of Special Queue Management Approach for Internet of Things

Ejemplares similares