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- W4214831727 abstract "The paradigm of edge computing has formed an innovative scope within the domain of the Internet of Things (IoT) through expanding the services of the cloud to the network edge to design distributed architectures and securely enhance decision-making applications. Due to the heterogeneous, distributed and resource-constrained essence of edge Computing, edge applications are required to be developed as a set of lightweight and interdependent modules. As this concept aligns with the objectives of microservice architecture, effective implementation of microservices-based edge applications within IoT networks has the prospective of fully leveraging edge nodes capabilities. Deploying microservices at IoT edge faces plenty of challenges associated with security and privacy. Advances in Artificial Intelligence (AI) (especially Machine Learning), and the easy access to resources with powerful computing providing opportunities for deriving precise models and developing different intelligent applications at the edge of network. In this study, an extensive survey is presented for securing edge computing-based AI Microservices to elucidate the challenges of IoT management and enable secure decision-making systems at the edge. We present recent research studies on edge AI and microservices orchestration and highlight key requirements as well as challenges of securing Microservices at IoT edge. We also propose a Microservices-based edge computing framework that provides secure edge AI algorithms as Microservices utilizing the containerization technology to offer automated and secure AI-based applications at the network edge." @default.
- W4214831727 created "2022-03-05" @default.
- W4214831727 creator A5013225797 @default.
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- W4214831727 creator A5068423418 @default.
- W4214831727 creator A5089327837 @default.
- W4214831727 date "2023-03-01" @default.
- W4214831727 modified "2023-10-12" @default.
- W4214831727 title "AI-Enabled Secure Microservices in Edge Computing: Opportunities and Challenges" @default.
- W4214831727 cites W1512601418 @default.
- W4214831727 cites W1532761024 @default.
- W4214831727 cites W1967561194 @default.
- W4214831727 cites W1976262362 @default.
- W4214831727 cites W2014169107 @default.
- W4214831727 cites W2058367753 @default.
- W4214831727 cites W2071347401 @default.
- W4214831727 cites W2075174112 @default.
- W4214831727 cites W2150043014 @default.
- W4214831727 cites W2157689518 @default.
- W4214831727 cites W2182584490 @default.
- W4214831727 cites W2208621975 @default.
- W4214831727 cites W2248017764 @default.
- W4214831727 cites W2271163303 @default.
- W4214831727 cites W2284296087 @default.
- W4214831727 cites W2536026289 @default.
- W4214831727 cites W2548686608 @default.
- W4214831727 cites W2560747029 @default.
- W4214831727 cites W2561342496 @default.
- W4214831727 cites W2567333176 @default.
- W4214831727 cites W2578655761 @default.
- W4214831727 cites W2586432806 @default.
- W4214831727 cites W2587897831 @default.
- W4214831727 cites W2588722087 @default.
- W4214831727 cites W2591622688 @default.
- W4214831727 cites W2598942219 @default.
- W4214831727 cites W2605904959 @default.
- W4214831727 cites W2606461524 @default.
- W4214831727 cites W2615924942 @default.
- W4214831727 cites W2617931713 @default.
- W4214831727 cites W2735364603 @default.
- W4214831727 cites W2736016960 @default.
- W4214831727 cites W2753365392 @default.
- W4214831727 cites W2757271659 @default.
- W4214831727 cites W2761164110 @default.
- W4214831727 cites W2763925543 @default.
- W4214831727 cites W2774960226 @default.
- W4214831727 cites W2775178102 @default.
- W4214831727 cites W2782124268 @default.
- W4214831727 cites W2783767571 @default.
- W4214831727 cites W2784062446 @default.
- W4214831727 cites W2786027963 @default.
- W4214831727 cites W2786070938 @default.
- W4214831727 cites W2786263080 @default.
- W4214831727 cites W2790684652 @default.
- W4214831727 cites W2791003924 @default.
- W4214831727 cites W2794596638 @default.
- W4214831727 cites W2799310732 @default.
- W4214831727 cites W2807706688 @default.
- W4214831727 cites W2807786182 @default.
- W4214831727 cites W2809849443 @default.
- W4214831727 cites W2849545935 @default.
- W4214831727 cites W2886467254 @default.
- W4214831727 cites W2889247947 @default.
- W4214831727 cites W2890344874 @default.
- W4214831727 cites W2891707456 @default.
- W4214831727 cites W2893109375 @default.
- W4214831727 cites W2893989659 @default.
- W4214831727 cites W2898035736 @default.
- W4214831727 cites W2900853407 @default.
- W4214831727 cites W2903257402 @default.
- W4214831727 cites W2915905517 @default.
- W4214831727 cites W2926752081 @default.
- W4214831727 cites W2928440829 @default.
- W4214831727 cites W2942231644 @default.
- W4214831727 cites W2946747487 @default.
- W4214831727 cites W2955338161 @default.
- W4214831727 cites W2955603781 @default.
- W4214831727 cites W2960833983 @default.
- W4214831727 cites W2961709289 @default.
- W4214831727 cites W2962788286 @default.
- W4214831727 cites W2962804345 @default.
- W4214831727 cites W2962814013 @default.
- W4214831727 cites W2962883027 @default.
- W4214831727 cites W2962930393 @default.
- W4214831727 cites W2964620884 @default.
- W4214831727 cites W2964947176 @default.
- W4214831727 cites W2966971704 @default.
- W4214831727 cites W2968746919 @default.
- W4214831727 cites W2969468102 @default.
- W4214831727 cites W2969683807 @default.
- W4214831727 cites W2970593662 @default.
- W4214831727 cites W2975128548 @default.
- W4214831727 cites W2981079945 @default.
- W4214831727 cites W2981994700 @default.
- W4214831727 cites W2982576723 @default.
- W4214831727 cites W2987490938 @default.
- W4214831727 cites W2991246064 @default.