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المؤلفGupta, Rajesh
المؤلفReebadiya, Dakshita
المؤلفTanwar, Sudeep
المؤلفKumar, Neeraj
المؤلفGuizani, Mohsen
تاريخ الإتاحة2022-10-30T10:40:04Z
تاريخ النشر2021-09-01
اسم المنشورIEEE Network
المعرّفhttp://dx.doi.org/10.1109/MNET.001.2000735
الاقتباسGupta, R., Reebadiya, D., Tanwar, S., Kumar, N., & Guizani, M. (2021). When blockchain meets edge intelligence: Trusted and security solutions for consumers. IEEE Network, 35(5), 272-278.‏
الرقم المعياري الدولي للكتاب08908044
معرّف المصادر الموحدhttps://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85118258854&origin=inward
معرّف المصادر الموحدhttp://hdl.handle.net/10576/35591
الملخصNowadays, mission-critical applications need delay-free responses, which can be achieved by computation at the edge devices known as edge computing. But edge computing needs cloud computing services to perform massive intelligent tasks like AI-based prediction and analysis, which still possesses high latency in making intelligent decisions. This can be resolved by bringing intelligence at the edge device or edge server, which introduces complex problems either at the proximity of edge devices, that is, consumer electronic devices (CED), or at the CED by bringing intelligence at the edge. The process of bringing intelligence to the edge is called edge intelligence (EI). The computation at edge servers is susceptible to various security and privacy issues and possesses high latency due to data propagation from the device to the dedicated edge server. To overcome the aforementioned issues, this study presents a blockchain-based edge intelligence system to ensure the CEDs' data security, privacy, latency, and efficiency. The proposed system uses public and private blockchains to fulfil the gaps mentioned above of the traditional systems. The public blockchain ensures CEDs' data communication privacy security, whereas private block-chain ensures secure communication among the EI servers. Then, we present the use case scenario of blockchain and edge intelligence (EI) in the COVID-19 pandemic and evaluate its performance over computation cost by comparing the intelligence at CED with the intelligence at the edge server and centralized cloud server (CCS).
اللغةen
الناشرInstitute of Electrical and Electronics Engineers Inc.
الموضوعBlockchain
العنوانWhen Blockchain Meets Edge Intelligence: Trusted and Security Solutions for Consumers
النوعArticle
الصفحات272-278
رقم العدد5
رقم المجلد35
dc.accessType Abstract Only


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