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Software-defined Dynamic 5G Network Slice Management for Industrial Internet of Things

Ziran Min ; Shekhar, Shashank ; Mahmoudi, Charif ; micola, Valerio ; Gokhale, Swapna ; Gokhale, Aniruddha

arXiv.org, 2022-11

Ithaca: Cornell University Library, arXiv.org

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Título:
Software-defined Dynamic 5G Network Slice Management for Industrial Internet of Things
Autor: Ziran Min ; Shekhar, Shashank ; Mahmoudi, Charif ; micola, Valerio ; Gokhale, Swapna ; Gokhale, Aniruddha
Assuntos: 5G mobile communication ; Computer Science - Networking and Internet Architecture ; Industrial applications ; Internet of Things ; Middleware ; Optimization ; Quality of service architectures ; Resource scheduling ; Response time ; Wireless communications ; Wireless networks
É parte de: arXiv.org, 2022-11
Descrição: This paper addresses the challenges of delivering fine-grained Quality of Service (QoS) and communication determinism over 5G wireless networks for real-time and autonomous needs of Industrial Internet of Things (IIoT) applications while effectively sharing network resources. Specifically, this work presents DANSM, a software-defined, dynamic and autonomous network slice management middleware for 5G-based IIoT use cases, such as adaptive robotic repair. Empirical studies evaluating DANSM on our testbed comprising a Free5GC-based core and UERANSIM-based simulations reveal that the software-defined DANSM solution can efficiently balance the traffic load in the data plane thereby reducing the end-to-end response time and improve the service performance by completing 34% more subtasks than a Modified Greedy Algorithm (MGA), 64% more subtasks than First Fit Descending (FFD) and 22% more subtasks than Best Fit Descending (BFD) approaches all while minimizing operational costs.
Editor: Ithaca: Cornell University Library, arXiv.org
Idioma: Inglês

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Software-defined Dynamic 5G Network Slice Management for Industrial Internet of Things

Ziran Min ; Shekhar, Shashank ; Mahmoudi, Charif ; micola, Valerio ; Gokhale, Swapna ; Gokhale, Aniruddha

Ithaca: Cornell University Library, arXiv.org

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