Evaluating a Digital Twin of an IoT Resource Slice: An Emulation Study Using the ELIoT Platform

被引：4

作者：

Granelli, Fabrizio ^{[1
]}

Capraro, Riccardo ^{[1
]}

Lorandi, Michela ^{[1
]}

Casari, Paolo ^{[1
]}

机构：

[1] Department of Information Engineering and Computer Science, University of Trento, Povo

来源：

IEEE Networking Letters | 2021年 / 3卷 / 03期

关键词：

digital twin; emulation; Internet of Things; Network slicing; slice sizing; virtualization;

D O I：

10.1109/LNET.2021.3097556

中图分类号：

学科分类号：

摘要：

This letter proposes a realistic setup for a digital twin of an IoT deployment, which makes it possible to measure the impact of IoT networking and computing slices on the physical resources of edge computing hosts. The proposed setup relies on a configurable IoT system, capable of emulating the behavior of a LWM2M broker, along with a large number of devices, both real and emulated. Through our digital twin, we can measure IoT resource utilization and its variation over time, quantifying utilization peaks that may occur at transients, when devices attach to or leave the network. © 2019 IEEE.

引用

页码：147 / 151

页数：4

共 20 条

[1]

Sciancalepore V., Cirillo F., Costa-Perez X., Slice as a service (SlaaS) optimal IoT slice resources orchestration, Proc. IEEE Globecom, pp. 1-7, (2017)

[2]

Kalor A.E., Guillaume R., Nielsen J.J., Mueller A., Popovski P., Network slicing in industry 4.0 applications: Abstraction methods and end-to-end analysis, IEEE Trans. Ind. Informat, 14, 12, pp. 5419-5427, (2018)

[3]

Martin-Perez J., Cominardi L., Bernardos C.J., Oliva A.D.L., Azcorra A., Modeling mobile edge computing deployments for low latency multimedia services, IEEE Trans. Broadcast, 65, 2, pp. 464-474, (2019)

[4]

Husain S., Kunz A., Prasad A., Samdanis K., Song J., Mobile edge computing with network resource slicing for Internet-of-Things, Proc. IEEE WF-IoT, pp. 1-6, (2018)

[5]

Zhou F., Et al., Automatic network slicing for IoT in smart city, IEEE Wireless Commun. Mag., 27, 6, pp. 108-115, (2020)

[6]

Theodorou V., Xezonaki M.E., Network slicing for multi-tenant edge processing over shared IoT infrastructure, Proc. IEEE NetSoft, pp. 8-14, (2020)

[7]

Kapassa E., Touloupou M., Stavrianos P., Kyriazis D., Dynamic 5G slices for IoT applications with diverse requirements, Proc. IoTSMS, pp. 195-199, (2018)

[8]

Lekshmi S.S., Anjana M.S., Nair B.B., Raj D., Ponnekanti S., Framework for generic design of massive IoT slice in 5G, Proc. WiSPNET, pp. 523-529, (2019)

[9]

Ouedraogo C.A., Medjiah S., Chassot C., Aguilar J., Flyweight network functions for network slicing in IoT, Proc. SaCoNeT, (2018)

[10]

Dawaliby S., Bradai A., Pousset Y., Distributed network slicing in large scale IoT based on coalitional multi-game theory, IEEE Trans. Netw. Service Manag, 16, 4, pp. 1567-1580, (2019)

← 1 2 →