Dijkstra algorithm based cooperative caching strategy for UAV-assisted edge computing system

Recently, the unmanned aerial vehicle (UAV)-assisted edge computing is proposed to improve the quality of service in some scenarios within sparse or unavailable base stations (BSs). Meanwhile, the caching technology is adopted to reduce the wireless traffic load and the data transmission delay. Howe...

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Vydáno v:	Wireless networks Ročník 30; číslo 3; s. 1201 - 1219
Hlavní autoři:	Zhang, Jing, Bai, Jingpan
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York Springer US 01.04.2024 Springer Nature B.V
Témata:	Algorithms Caching Communications Engineering Computer Communication Networks Data transmission Delay Dijkstra's algorithm Edge computing Electrical Engineering Engineering IT in Business Networks Nodes Optimization Original Paper Storage capacity Unmanned aerial vehicles Cooperative caching UAVs Dijkstra algorithm Edge computing
ISSN:	1022-0038, 1572-8196
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Abstract	Recently, the unmanned aerial vehicle (UAV)-assisted edge computing is proposed to improve the quality of service in some scenarios within sparse or unavailable base stations (BSs). Meanwhile, the caching technology is adopted to reduce the wireless traffic load and the data transmission delay. However, due to the limited storage capacity of edge nodes, the edge nodes cannot store all of the contents required by user equipment (UE). So, how to select the reasonable contents for caching on edge nodes to reduce the content delivery delay becomes a challenge in the UAV-assisted edge computing environment. In this paper, the Dijkstra algorithm based cooperative caching strategy for UAV-assisted edge computing system is proposed. Specially, the content transmission delay between two nodes is computed. Then, for each requested content, the weighted edge-undirected graph (WEUG), in which one vertex represents one node, is built. Furthermore, Dijkstra algorithm is adopted to achieve the minimal content transmission delay from the edge node caching the requested content to UE. Finally, the optimization problem of content caching is built, and the corresponding cache strategy is achieved by solving the optimization problem. The experimental results imply that the proposed cooperative caching algorithm can achieve better performance on the average content transmission delay, the average cache hit rate, and the total of hops, respectively, comparing with the benchmark algorithms.
AbstractList	Recently, the unmanned aerial vehicle (UAV)-assisted edge computing is proposed to improve the quality of service in some scenarios within sparse or unavailable base stations (BSs). Meanwhile, the caching technology is adopted to reduce the wireless traffic load and the data transmission delay. However, due to the limited storage capacity of edge nodes, the edge nodes cannot store all of the contents required by user equipment (UE). So, how to select the reasonable contents for caching on edge nodes to reduce the content delivery delay becomes a challenge in the UAV-assisted edge computing environment. In this paper, the Dijkstra algorithm based cooperative caching strategy for UAV-assisted edge computing system is proposed. Specially, the content transmission delay between two nodes is computed. Then, for each requested content, the weighted edge-undirected graph (WEUG), in which one vertex represents one node, is built. Furthermore, Dijkstra algorithm is adopted to achieve the minimal content transmission delay from the edge node caching the requested content to UE. Finally, the optimization problem of content caching is built, and the corresponding cache strategy is achieved by solving the optimization problem. The experimental results imply that the proposed cooperative caching algorithm can achieve better performance on the average content transmission delay, the average cache hit rate, and the total of hops, respectively, comparing with the benchmark algorithms.
Author	Zhang, Jing Bai, Jingpan
Author_xml	– sequence: 1 givenname: Jing surname: Zhang fullname: Zhang, Jing organization: School of International Education, HuangHuai University, School of Computer Science, Yangtze University – sequence: 2 givenname: Jingpan orcidid: 0000-0003-1333-1493 surname: Bai fullname: Bai, Jingpan email: bjp@whut.edu.cn organization: School of Computer Science, Yangtze University
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Snippet	Recently, the unmanned aerial vehicle (UAV)-assisted edge computing is proposed to improve the quality of service in some scenarios within sparse or...
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SubjectTerms	Algorithms Caching Communications Engineering Computer Communication Networks Data transmission Delay Dijkstra's algorithm Edge computing Electrical Engineering Engineering IT in Business Networks Nodes Optimization Original Paper Storage capacity Unmanned aerial vehicles
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Title	Dijkstra algorithm based cooperative caching strategy for UAV-assisted edge computing system
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