A Decentralized and Trusted Edge Computing Platform for Internet of Things

被引:50
作者
Cui, Laizhong [1 ,2 ]
Yang, Shu [1 ,2 ]
Chen, Ziteng [1 ,2 ]
Pan, Yi [3 ]
Ming, Zhong [1 ,2 ]
Xu, Mingwei [4 ]
机构
[1] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
[2] Shenzhen Univ, Guangdong Lab Artificial Intelligence & Cyber Eco, Shenzhen 518060, Peoples R China
[3] Georgia State Univ, Dept Comp Sci, Atlanta, GA 30303 USA
[4] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
基金
中国国家自然科学基金;
关键词
Blockchain; edge computing; Internet of Things (IoT); BLOCKCHAIN; PRIVACY; SYSTEMS; NETWORKS;
D O I
10.1109/JIOT.2019.2951619
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of Internet of Things (IoT), edge computing becomes more and more prevalent currently. However, edge computing needs to deploy a large number of edge servers to reduce the communication latency, which will bring additional costs to the system. Although there exist some idle computing resources at the edge, the owners distrust each other and lack the incentives to contribute to the system. In this article, we propose a new edge computing platform decentralized and trusted platform for edge computing (DeTEC), which provides a unified interface to users, resolves the user's requests to the most appropriate edge server through domain name server, and returns the computational results to the IoT user. To build a trustworthy system, DeTEC integrates the blockchain technology with edge computing, such that the contributions of each participant could be accounted and rewarded. We formulate the task allocation problem, taking both node capacity and reward fairness into consideration, and solve it through a heuristic algorithm. Finally, to guarantee the trustworthiness of computational results, we utilize a police patrol model and try to optimize the system overall reward. We implement DeTEC based on an open source project and conduct comprehensive experiments to test its performance. The results show that our DeTEC system works well in the IoT scenario.
引用
收藏
页码:3910 / 3922
页数:13
相关论文
共 50 条
[31]   Computing Resource Trading for Edge-Cloud-Assisted Internet of Things [J].
Li, Zhenni ;
Yang, Zuyuan ;
Xie, Shengli .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (06) :3661-3669
[32]   Collaborative Edge Computing for Social Internet of Things: Applications, Solutions, and Challenges [J].
Dong, Peiran ;
Ge, Jingyi ;
Wang, Xiaojie ;
Guo, Song .
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2022, 9 (01) :291-301
[33]   Scalable Blockchain Implementation for Edge-based Internet of Things Platform [J].
Rivera, Abel O. Gomez ;
Tosh, Deepak K. ;
Njilla, Laurent .
MILCOM 2019 - 2019 IEEE MILITARY COMMUNICATIONS CONFERENCE (MILCOM), 2019,
[34]   Dynamic Computation Offloading in Edge Computing for Internet of Things [J].
Chen, Ying ;
Zhang, Ning ;
Zhang, Yongchao ;
Chen, Xin .
IEEE INTERNET OF THINGS JOURNAL, 2019, 6 (03) :4242-4251
[35]   Extending Internet of Things Systems with Fog and Edge Computing [J].
Dumitru, Marian Cosmin ;
Moisescu, Mihnea Alexandra ;
Pietraru, Radu Nicolae ;
Pop, Eugen .
2024 IEEE INTERNATIONAL CONFERENCE ON ENGINEERING, TECHNOLOGY, AND INNOVATION, ICE/ITMC 2024, 2024,
[36]   A computing allocation strategy for Internet of things' resources based on edge computing [J].
Zhang, Zengrong .
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2021, 17 (12)
[37]   Beef Up the Edge: Spectrum-Aware Placement of Edge Computing Services for the Internet of Things [J].
Ding, Haichuan ;
Guo, Yuanxiong ;
Li, Xuanheng ;
Fang, Yuguang .
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2019, 18 (12) :2783-2795
[38]   Edge Computing Based Healthcare Systems: Enabling Decentralized Health Monitoring in Internet of Medical Things [J].
Dong, Peiran ;
Ning, Zhaolong ;
Obaidat, Mohammad S. ;
Jiang, Xin ;
Guo, Yi ;
Hu, Xiping ;
Hu, Bin ;
Sadoun, Balqies .
IEEE NETWORK, 2020, 34 (05) :254-261
[39]   Blockchain Meets Edge Computing: A Distributed and Trusted Authentication System [J].
Guo, Shaoyong ;
Hu, Xing ;
Guo, Song ;
Qiu, Xuesong ;
Qi, Feng .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 16 (03) :1972-1983
[40]   Integrating Blockchain and Edge Computing in Internet of Things: Brief Review and Open Issues [J].
Fotia, Lidia ;
Delicato, Flavia C. ;
Fortino, Giancarlo .
2021 INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SOCIAL INTELLIGENCE (ICCSI), 2021,