Results 11 to 20 of about 2,114,184 (246)
Edge AI LoRa Mesh Technologies [PDF]
, 2023 Intelligent connectivity at the edge combines wireless communication, edge artificial intelligence (AI), edge computing and internet of things (IoT) technologies to perform machine learning (ML) and deep learning (DL) on connected edge devices.
Vermesan, Ovidiu +8 more
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Outlook on the deployment and execution of mixed-criticality edge-AI applications
, 2023 Functional safety-relevant edge AI systems are the cutting of AI research, and the technological gap is significant. In this presentation we approach the issue of creation and deployment of both typical AI applications and functional safety systems.
Veljanovska, Suzana, Doran, Hans Dermot
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AI-powered edge computing evolution for beyond 5G communication networks [PDF]
, 2023 Edge computing is a key enabling technology that is expected to play a crucial role in beyond 5G (B5G) and 6G communication networks. By bringing computation closer to where the data is generated, and leveraging Artificial Intelligence (AI ...
Kartsakli, Elli +12 more
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Towards a Serverless Platform for Edge AI
, 2019 This paper proposes a serverless platform for building and operating edge AI applications. We analyze edge AI use cases to illustrate the challenges in building and operating AI applications in edge cloud scenarios.
Dustdar, Schahram +4 more
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Edge AI Architectures for a Privacy-Preserving IoT Era [PDF]
, 2022 Charla organizada en la Sala de Grados A, ETSI Informática.The Internet of Things (IoT) has been hailed as the next frontier of innovation where our everyday objects are connected in ways that improve our lives and transform industries, in particular ...
Atienza Alonso, David
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A Lightweight Edge AI Framework for Secure and Scalable IoT Systems [PDF]
E3S Web of ConferencesThe proliferation of connected objects in the Internet of Things (IoT) ecosystem presents challenges in enabling real-time intelligence while safeguarding data privacy, especially within the computational and energy limitations of edge devices.
Philip-Kpae Friday Oodee +4 more
doaj +1 more source
Data Collection and Utilization Framework for Edge AI Applications [PDF]
, 2021 Proceeding of: 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI (WAIN), Virtual conference (originally Madrid, Spain), 30-31 May 2021As data being produced by IoT applications continues to explode, there is a growing need to ...
Sebastien Lafond +3 more
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Edge AI Deploying Artificial Intelligence Models on Edge Devices for Real-Time Analytics [PDF]
ITM Web of ConferencesBecause of its on-the-go nature, edge AI has gained popularity, allowing for realtime analytics by deploying artificial intelligence models onto edge devices.
Choudhary Sagar +5 more
doaj +1 more source
Explainability and interpretability concepts for edge AI systems [PDF]
, 2023 The increased complexity of artificial intelligence (AI), machine learning (ML) and deep learning (DL) methods, models, and training data to satisfy industrial application needs has emphasised the need for AI model providing explainability and ...
Genovese A. +5 more
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Edge AI for Smart Cities: Foundations, Challenges, and Opportunities
Smart CitiesSmart cities seek to improve urban living by embedding advanced technologies into infrastructures, services, and governance. Edge Artificial Intelligence (Edge AI) has emerged as a critical enabler by moving computation and learning closer to data ...
Krishna Sruthi Velaga, Yifan Guo, Wei Yu
doaj +1 more source