Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks

Sri Harsh Amur; Kamran Zia; Alessandro Chiumento; Paul J.M. Havinga

doi:10.1109/PerComWorkshops56833.2023.10150306

Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks

Sri Harsh Amur, Kamran Zia, Alessandro Chiumento, Paul J.M. Havinga

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

1 Citation (Scopus)

86 Downloads (Pure)

Abstract

The diversity of QoS requirements in modern IoT networks is expanding thus requiring more flexible and autonomous solutions. Network Slicing is an efficient technology that can enable efficient and flexible management of QoS in IoT networks by dividing network resources into small chinks and assigning them to the slices. However, proposed solutions in literature require predefined slices which require prior knowledge of network traffic thus limiting application of these solutions. To address this limitation, we have developed a dynamic and autonomous network slicing solution in a WiFi based IoT network using 5GEmpower SDN controller that creates slices depending on user traffic flows and priorities. Moreover, it autonomously estimates slice throughput requirements to subsequently allocate network resources to meet their QoS requirements. Our system is able to differentiate between multiple QoS requirements and provides framework for flexible prioritization policies for better QoS in IoT networks.

Original language	English
Title of host publication	2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
Place of Publication	Piscataway, NJ
Publisher	IEEE
Pages	160-165
Number of pages	6
ISBN (Electronic)	978-1-6654-5381-3
ISBN (Print)	978-1-6654-5382-0
DOIs	https://doi.org/10.1109/PerComWorkshops56833.2023.10150306
Publication status	Published - 21 Jun 2023
Event	21st International Conference on Pervasive Computing and Communications, PerCom 2023 - Georgia State University, Atlanta, United States Duration: 13 Mar 2023 → 17 Mar 2023 Conference number: 21 https://www.percom.org/

Conference

Conference	21st International Conference on Pervasive Computing and Communications, PerCom 2023
Abbreviated title	PerCom 2023
Country/Territory	United States
City	Atlanta
Period	13/03/23 → 17/03/23
Internet address	https://www.percom.org/

Keywords

Quality of service slicing
QoS in IoT networks
Network slicing
QoS management
2023 OA procedure

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10.1109/PerComWorkshops56833.2023.10150306

ArticleFinal published version, 329 KBLicence: Taverne

Cite this

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title = "Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks",

abstract = "The diversity of QoS requirements in modern IoT networks is expanding thus requiring more flexible and autonomous solutions. Network Slicing is an efficient technology that can enable efficient and flexible management of QoS in IoT networks by dividing network resources into small chinks and assigning them to the slices. However, proposed solutions in literature require predefined slices which require prior knowledge of network traffic thus limiting application of these solutions. To address this limitation, we have developed a dynamic and autonomous network slicing solution in a WiFi based IoT network using 5GEmpower SDN controller that creates slices depending on user traffic flows and priorities. Moreover, it autonomously estimates slice throughput requirements to subsequently allocate network resources to meet their QoS requirements. Our system is able to differentiate between multiple QoS requirements and provides framework for flexible prioritization policies for better QoS in IoT networks.",

keywords = "Quality of service slicing, QoS in IoT networks, Network slicing, QoS management, 2023 OA procedure",

author = "Amur, {Sri Harsh} and Kamran Zia and Alessandro Chiumento and Havinga, {Paul J.M.}",

year = "2023",

month = jun,

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doi = "10.1109/PerComWorkshops56833.2023.10150306",

language = "English",

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booktitle = "2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)",

publisher = "IEEE",

address = "United States",

note = "21st International Conference on Pervasive Computing and Communications, PerCom 2023, PerCom 2023 ; Conference date: 13-03-2023 Through 17-03-2023",

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Amur, SH, Zia, K , Chiumento, A & Havinga, PJM 2023, Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks. in 2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). IEEE, Piscataway, NJ, pp. 160-165, 21st International Conference on Pervasive Computing and Communications, PerCom 2023, Atlanta, Georgia, United States, 13/03/23. https://doi.org/10.1109/PerComWorkshops56833.2023.10150306

Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks. / Amur, Sri Harsh; Zia, Kamran ; Chiumento, Alessandro et al.
2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops). Piscataway, NJ: IEEE, 2023. p. 160-165.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Autonomous Network Slicing and Resource Management for Diverse QoS in IoT Networks

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Keywords

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