Resource Cube: Multi-Virtual Resource Management for Integrated Satellite-Terrestrial Industrial IoT Networks

Danyang Chen; Chungang Yang; Peng Gong; Lizhong Chang; Junqi Shao; Qiang Ni; Alagan Anpalagan; Mohsen Guizani

doi:10.1109/TVT.2020.3007263

Resource Cube: Multi-Virtual Resource Management for Integrated Satellite-Terrestrial Industrial IoT Networks

Danyang Chen
, Chungang Yang^*
, Peng Gong
, Lizhong Chang
, Junqi Shao
, Qiang Ni
, Alagan Anpalagan
, Mohsen Guizani

^*Corresponding author for this work

School of Mechatronical Engineering

Research output: Contribution to journal › Article › peer-review

24 Citations (Scopus)

Abstract

Industrial Internet of Things (IIoT) has found wider research, and satellite-terrestrial network (STN) can provide large-scale seamless connections for IIoT. With virtualization, we design resource cube to describe the integration and state of multi-dimensional virtual resources. To achieve higher resource utilization and smarter connections, we design a matching considered preferences (MCPR) algorithm to match IIoT nodes with service sides. The matching design considers the resource cube (MCRC) algorithm based on MCPR algorithm to lower the total system delay. In addition, in order to simplify the analysis of resource management, we adopt a layered architecture and multiple M/M/1 queuing models. We analyze the resource utilization and the total system delay for three different combinations of arrival rate and service rate of each resource cube. With MCRC algorithm, the utilization of resources is slightly reduced, while the total system delay is greatly reduced compared with MCPR algorithm.

Original language	English
Article number	9133514
Pages (from-to)	11963-11974
Number of pages	12
Journal	IEEE Transactions on Vehicular Technology
Volume	69
Issue number	10
DOIs	https://doi.org/10.1109/TVT.2020.3007263
Publication status	Published - Oct 2020

Keywords

Internet of Things
multi-virtual resource management
satellite-terrestrial network
virtualization

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10.1109/TVT.2020.3007263

Cite this

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title = "Resource Cube: Multi-Virtual Resource Management for Integrated Satellite-Terrestrial Industrial IoT Networks",

abstract = "Industrial Internet of Things (IIoT) has found wider research, and satellite-terrestrial network (STN) can provide large-scale seamless connections for IIoT. With virtualization, we design resource cube to describe the integration and state of multi-dimensional virtual resources. To achieve higher resource utilization and smarter connections, we design a matching considered preferences (MCPR) algorithm to match IIoT nodes with service sides. The matching design considers the resource cube (MCRC) algorithm based on MCPR algorithm to lower the total system delay. In addition, in order to simplify the analysis of resource management, we adopt a layered architecture and multiple M/M/1 queuing models. We analyze the resource utilization and the total system delay for three different combinations of arrival rate and service rate of each resource cube. With MCRC algorithm, the utilization of resources is slightly reduced, while the total system delay is greatly reduced compared with MCPR algorithm.",

keywords = "Internet of Things, multi-virtual resource management, satellite-terrestrial network, virtualization",

author = "Danyang Chen and Chungang Yang and Peng Gong and Lizhong Chang and Junqi Shao and Qiang Ni and Alagan Anpalagan and Mohsen Guizani",

note = "Publisher Copyright: {\textcopyright} 1967-2012 IEEE.",

year = "2020",

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doi = "10.1109/TVT.2020.3007263",

language = "English",

volume = "69",

pages = "11963--11974",

journal = "IEEE Transactions on Vehicular Technology",

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T2 - Multi-Virtual Resource Management for Integrated Satellite-Terrestrial Industrial IoT Networks

AU - Chen, Danyang

AU - Yang, Chungang

AU - Gong, Peng

AU - Chang, Lizhong

AU - Shao, Junqi

AU - Ni, Qiang

AU - Anpalagan, Alagan

AU - Guizani, Mohsen

PY - 2020/10

Y1 - 2020/10

N2 - Industrial Internet of Things (IIoT) has found wider research, and satellite-terrestrial network (STN) can provide large-scale seamless connections for IIoT. With virtualization, we design resource cube to describe the integration and state of multi-dimensional virtual resources. To achieve higher resource utilization and smarter connections, we design a matching considered preferences (MCPR) algorithm to match IIoT nodes with service sides. The matching design considers the resource cube (MCRC) algorithm based on MCPR algorithm to lower the total system delay. In addition, in order to simplify the analysis of resource management, we adopt a layered architecture and multiple M/M/1 queuing models. We analyze the resource utilization and the total system delay for three different combinations of arrival rate and service rate of each resource cube. With MCRC algorithm, the utilization of resources is slightly reduced, while the total system delay is greatly reduced compared with MCPR algorithm.

AB - Industrial Internet of Things (IIoT) has found wider research, and satellite-terrestrial network (STN) can provide large-scale seamless connections for IIoT. With virtualization, we design resource cube to describe the integration and state of multi-dimensional virtual resources. To achieve higher resource utilization and smarter connections, we design a matching considered preferences (MCPR) algorithm to match IIoT nodes with service sides. The matching design considers the resource cube (MCRC) algorithm based on MCPR algorithm to lower the total system delay. In addition, in order to simplify the analysis of resource management, we adopt a layered architecture and multiple M/M/1 queuing models. We analyze the resource utilization and the total system delay for three different combinations of arrival rate and service rate of each resource cube. With MCRC algorithm, the utilization of resources is slightly reduced, while the total system delay is greatly reduced compared with MCPR algorithm.

KW - Internet of Things

KW - multi-virtual resource management

KW - satellite-terrestrial network

KW - virtualization

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JF - IEEE Transactions on Vehicular Technology

IS - 10

M1 - 9133514

ER -

Resource Cube: Multi-Virtual Resource Management for Integrated Satellite-Terrestrial Industrial IoT Networks

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Keywords

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