Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things
Message queuing telemetry transport has emerged as a promising communication protocol for resource-constrained electric Internet of things due to high bandwidth utilization, simple implementation, and various quality of service levels. Enabled by message queuing telemetry transport, electric Interne...
Saved in:
| Main Authors: | , , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-05-01
|
| Series: | International Journal of Distributed Sensor Networks |
| Online Access: | https://doi.org/10.1177/15501329221097815 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1850160217345490944 |
|---|---|
| author | Hao Zhang Hongshuo Zhang Zhao Wang Zhenyu Zhou Qiang Wang Guangyuan Xu Junzhong Yang Zhong Gan |
| author_facet | Hao Zhang Hongshuo Zhang Zhao Wang Zhenyu Zhou Qiang Wang Guangyuan Xu Junzhong Yang Zhong Gan |
| author_sort | Hao Zhang |
| collection | DOAJ |
| description | Message queuing telemetry transport has emerged as a promising communication protocol for resource-constrained electric Internet of things due to high bandwidth utilization, simple implementation, and various quality of service levels. Enabled by message queuing telemetry transport, electric Internet of things gateways adopt dynamic protocol adaptation, conversion, and quality of service level selection to realize bidirectional communication with massive devices and platforms based on heterogeneous communication protocols. However, protocol adaptation and quality of service guarantee in message queuing telemetry transport-empowered electric Internet of things still faces several challenges, such as unified communication architecture, differentiated quality of service requirements, lack of quality of service metric models, and incomplete information. In this paper, we first establish a unified communication architecture for message queuing telemetry transport-empowered electric Internet of things for adaptation and conversion of heterogeneous protocols. Second, we formulate the quality of service level selection optimization problem to minimize the weighted sum of packet-loss ratio and delay. Then, a delay-reliability-aware message queuing telemetry transport quality of service level selection algorithm based on upper confidence bound is proposed to learn the optimal quality of service level through dynamically interacting with the environment. Compared with single and fixed quality of service level selection strategies, delay-reliability-aware message queuing telemetry transport quality of service level selection can effectively reduce the weighted sum of delay and packet-loss ratio and satisfy the differentiated quality of service requirements of electric Internet of things. |
| format | Article |
| id | doaj-art-b40599fdf93e43edb551fa133e5fb182 |
| institution | OA Journals |
| issn | 1550-1477 |
| language | English |
| publishDate | 2022-05-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Distributed Sensor Networks |
| spelling | doaj-art-b40599fdf93e43edb551fa133e5fb1822025-08-20T02:23:12ZengWileyInternational Journal of Distributed Sensor Networks1550-14772022-05-011810.1177/15501329221097815Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of thingsHao Zhang0Hongshuo Zhang1Zhao Wang2Zhenyu Zhou3Qiang Wang4Guangyuan Xu5Junzhong Yang6Zhong Gan7State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, ChinaState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, ChinaState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, ChinaState Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources, North China Electric Power University, Beijing, ChinaXJ Group Corporation, Henan, ChinaChuzhou Power Supply Company of Smart Grid Anhui Electric Power Co. Ltd., Chuzhou, ChinaTaizhou Power Supply Company of Smart Grid Jiangsu Electric Power Co. Ltd., Taizhou, ChinaPower Dispatching and Control Center of State Grid Shanghai Municipal Electric Power Company, Shanghai, ChinaMessage queuing telemetry transport has emerged as a promising communication protocol for resource-constrained electric Internet of things due to high bandwidth utilization, simple implementation, and various quality of service levels. Enabled by message queuing telemetry transport, electric Internet of things gateways adopt dynamic protocol adaptation, conversion, and quality of service level selection to realize bidirectional communication with massive devices and platforms based on heterogeneous communication protocols. However, protocol adaptation and quality of service guarantee in message queuing telemetry transport-empowered electric Internet of things still faces several challenges, such as unified communication architecture, differentiated quality of service requirements, lack of quality of service metric models, and incomplete information. In this paper, we first establish a unified communication architecture for message queuing telemetry transport-empowered electric Internet of things for adaptation and conversion of heterogeneous protocols. Second, we formulate the quality of service level selection optimization problem to minimize the weighted sum of packet-loss ratio and delay. Then, a delay-reliability-aware message queuing telemetry transport quality of service level selection algorithm based on upper confidence bound is proposed to learn the optimal quality of service level through dynamically interacting with the environment. Compared with single and fixed quality of service level selection strategies, delay-reliability-aware message queuing telemetry transport quality of service level selection can effectively reduce the weighted sum of delay and packet-loss ratio and satisfy the differentiated quality of service requirements of electric Internet of things.https://doi.org/10.1177/15501329221097815 |
| spellingShingle | Hao Zhang Hongshuo Zhang Zhao Wang Zhenyu Zhou Qiang Wang Guangyuan Xu Junzhong Yang Zhong Gan Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things International Journal of Distributed Sensor Networks |
| title | Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things |
| title_full | Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things |
| title_fullStr | Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things |
| title_full_unstemmed | Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things |
| title_short | Delay-reliability-aware protocol adaption and quality of service guarantee for message queuing telemetry transport-empowered electric Internet of things |
| title_sort | delay reliability aware protocol adaption and quality of service guarantee for message queuing telemetry transport empowered electric internet of things |
| url | https://doi.org/10.1177/15501329221097815 |
| work_keys_str_mv | AT haozhang delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT hongshuozhang delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT zhaowang delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT zhenyuzhou delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT qiangwang delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT guangyuanxu delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT junzhongyang delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings AT zhonggan delayreliabilityawareprotocoladaptionandqualityofserviceguaranteeformessagequeuingtelemetrytransportempoweredelectricinternetofthings |