AI Chat Paper
Discover the SciOpen Platform and Achieve Your Research Goals with Ease.
Search articles, authors, keywords, DOl and etc.
{{expandStatus?'Exit ':''}}Advanced Search
This study examines secure and effective data sharing methods for edge computing networks. Traditional methods of sharing data at the edge have issues with security, speed, and consensus. The goal is to develop a Blockchain-based Secure Data Sharing Framework (BSDSF) capable of improving data integrity, latency, and overall network efficiency for edge-cloud computing applications. BSDSF proposes using blockchain technology with Byzantine Fault Tolerance (BFT) and smart contract-based validation as a new method of secure data sharing. It has a two-tiered consensus protocol to meet the needs of edge computing, which requires instantaneous responses. BSDSF employs Byzantine fault tolerance to deal with errors and protect against attacks. Smart contracts automate validation and consensus operations, while edge computing processes data at the attack site. Node validation and failure detection methods monitor network quality and dependability, while system security ensures secure communication between nodes. BSDSF is an important step toward digital freedom and trust by protecting security and improving transaction reliability. The framework demonstrates a reduction in transaction latency by up to 30% and an increase in throughput by 25% compared to traditional edge computing models, positioning BSDSF as a pivotal solution for fostering digital freedom and trust in edge computing environments.
R. Yang, F. R. Yu, P. Si, Z. Yang, and Y. Zhang, Integrated blockchain and edge computing systems: A survey, some research issues and challenges, IEEE Commun. Surv. Tutorials, vol. 21, no. 2, pp. 1508–1532, 2019.
J. Zhang, B. Chen, Y. Zhao, X. Cheng, and F. Hu, Data security and privacy-preserving in edge computing paradigm: Survey and open issues, IEEE Access, vol. 6, pp. 18209–18237, 2018.
U. Bodkhe, D. Mehta, S. Tanwar, P. Bhattacharya, P. K. Singh, and W.-C. Hong, A survey on decentralized consensus mechanisms for cyber physical systems, IEEE Access, vol. 8, pp. 54371–54401, 2020.
H. Garcia Molina, F. Pittelli, and S. Davidson, Applications of Byzantine agreement in database systems, ACM Trans. Database Syst., vol. 11, no. 1, pp. 27–47, 1986.
J. Pan and J. McElhannon, Future edge cloud and edge computing for Internet of Things applications, IEEE Internet Things J., vol. 5, no. 1, pp. 439–449, 2018.
Y. Yuan and F.-Y. Wang, Blockchain and cryptocurrencies: Model, techniques, and applications, IEEE Trans. Syst. Man Cybern, Syst., vol. 48, no. 9, pp. 1421–1428, 2018.
W. Yu, F. Liang, X. He, W. G. Hatcher, C. Lu, J. Lin, and X. Yang, A survey on the edge computing for the Internet of Things, IEEE Access, vol. 6, pp. 6900–6919, 2018.
J. Zhang, B. Chen, Y. Zhao, X. Cheng, and F. Hu, Data security and privacy-preserving in edge computing paradigm: Survey and open issues, IEEE Access, vol. 6, pp. 18209–18237, 2018.
M. Castro and B. Liskov, Practical byzantine fault tolerance, OsDI, vol. 99, no. 1999, pp. 173–186, 1999.
L. Liu, J. Feng, Q. Pei, C. Chen, Y. Ming, B. Shang, and M. Dong, Blockchain-enabled secure data sharing scheme in mobile-edge computing: An asynchronous advantage actor–critic learning approach, IEEE Internet Things J., vol. 8, no. 4, pp. 2342–2353, 2021.
M. Firdaus and K.-H. Rhee, On blockchain-enhanced secure data storage and sharing in vehicular edge computing networks, Appl. Sci., vol. 11, no. 1, p. 414, 2021.
J. Kang, R. Yu, X. Huang, M. Wu, S. Maharjan, S. Xie, and Y. Zhang, Blockchain for secure and efficient data sharing in vehicular edge computing and networks, IEEE Internet of Things Journal, vol. 6, no. 3, pp. 4660–4670, 2018.
M. Gawas, H. Patil, and S. S. Govekar, An integrative approach for secure data sharing in vehicular edge computing using Blockchain, Peer-to-Peer Netw. Appl., vol. 14, no. 5, pp. 2840–2857, 2021.
M. M. H. Onik, A. A. H. Tanna, M. A. Emon, M. A. A. Rifat, and M. H. Miraz, Privacy-preserved secure medical data sharing using hierarchical blockchain in edge computing, Annals of Emerging Technologies in Computing, no. AETiC, p. 6(4), 2022.
J. Pan, J. Cui, L. Wei, Y. Xu, and H. Zhong, Secure data sharing scheme for VANETs based on edge computing, EURASIP J. Wirel. Commun. Netw., vol. 2019, no. 1, p. 169, 2019.
K. Karthikeyan and P. Madhavan, Building a trust model for secure data sharing (TM-SDS) in edge computing using HMAC techniques, Comput. Mater. Continua, vol. 71, no. 3, pp. 4183–4197, 2022.
L. Zhang, M. Peng, W. Wang, Z. Jin, Y. Su, and H. Chen, Secure and efficient data storage and sharing scheme for blockchain-based mobile-edge computing, Trans. Emerg. Telecommun. Technol., vol. 32, no. 10, p. e4315, 2021.
H. Gupta, A. Vahid Dastjerdi, S. K. Ghosh, and R. Buyya, iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments, Softw. Pract. Exp., vol. 47, no. 9, pp. 1275–1296, 2017.
589
Views
164
Downloads
0
Crossref
0
Web of Science
0
Scopus
0
CSCD
Altmetrics
The articles published in this open access journal are distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/).
京公网安备11010802044758号