Decentralized Caching Framework Toward Edge Network Based on Blockchain

被引:13
|
作者
Liu, Jiadi [1 ]
Guo, Songtao [2 ,3 ]
Shi, Yawei [1 ]
Feng, Liang [2 ,3 ]
Wang, Cong [4 ]
机构
[1] Southwest Univ, Coll Elect & Informat Engn, Chongqing 400715, Peoples R China
[2] Chongqing Univ, Key Lab Dependable Serv Comp Cyber Phys Soc, Minist Educ, Chongqing 400044, Peoples R China
[3] Chongqing Univ, Coll Comp Sci, Chongqing 400044, Peoples R China
[4] Old Dominion Univ, Dept Comp Sci, Norfolk, VA 23529 USA
基金
中国国家自然科学基金;
关键词
Blockchain; Smart contracts; Quality of service; Servers; Resource management; Edge computing; Optimization; cache resource trading; digital content sharing; edge caching; market mechanism; MOBILE EDGE; RESOURCE-ALLOCATION; INTERNET; CLOUD;
D O I
10.1109/JIOT.2020.3003700
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Edge cache service (ECS), as a prospective edge network service paradigm, can significantly reduce the data transmission latency and improve the Quality of Service (QoS) of digital content providers by offloading content data to edge devices in the network. Compared to centralized content service, ECS can provide digital content from nearby edge devices via a high-speed wireless network with fewer hops. However, how to motivate edge devices to share their cache resource and ensure the reliability of content data under the diversity of device behavior remains a challenging issue. In this article, we aim to design an ECS framework for cache resource trading and digital content sharing in the edge network. By using blockchain-based credentials, we first provide the cache resource trading mechanism for the trading between the content provider and edge devices. Then, we give a double auction mechanism for digital content trading between edge devices. The experimental results show the proposed framework can greatly improve the matching efficiency of cache resources and reduce the data transmission overhead in edge networks.
引用
收藏
页码:9158 / 9174
页数:17
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