TY - JOUR
T1 - Resource Cube
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
N1 - Publisher Copyright:
© 1967-2012 IEEE.
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
UR - http://www.scopus.com/inward/record.url?scp=85095740900&partnerID=8YFLogxK
U2 - 10.1109/TVT.2020.3007263
DO - 10.1109/TVT.2020.3007263
M3 - Article
AN - SCOPUS:85095740900
SN - 0018-9545
VL - 69
SP - 11963
EP - 11974
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 10
M1 - 9133514
ER -