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IoT Edge Intelligence

This book explores fundamental and advanced concepts related to the AI-enabled Edge Technology paradigm, also known as Edge Intelligence, within the framework of the Internet of Things (IoT). Expanding the application of Edge computing is increasingly necessary. This can involve exploring automated,...

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Bibliografische gegevens
Coauteur: SpringerLink (Online service)
Andere auteurs: Pal, Souvik (Redacteur), Savaglio, Claudio (Redacteur), Minerva, Roberto (Redacteur), Delicato, Flávia C. (Redacteur)
Formaat: Elektronisch E-boek
Taal:Engels
Gepubliceerd in: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Editie:1st ed. 2024.
Reeks:Internet of Things, Technology, Communications and Computing,
Onderwerpen:
Telecommunication.
Signal processing.
Application software.
Communications Engineering, Networks.
Digital and Analog Signal Processing.
Computer and Information Systems Applications.
Online toegang:https://doi.org/10.1007/978-3-031-58388-9
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Inhoudsopgave:
  • Part 1 Architecture, Systems, and Services
  • Chapter 1 Modeling, Simulating, and Evaluating Complex End-to-End Edge Intelligence Systems
  • Chapter 2 Exploring Edge AI Inference in Heterogeneous Environments: Requirements, Challenges, and Solutions
  • Chapter 3 Artificial Intelligence Enabled Edge Computing: Necessity of Next Generation Future Computing System
  • Chapter 4 Artificial Intelligence-based IoT-Edge Environment for Industry 5.0
  • Chapter 5 Service Provisioning at the Edge: An AI Approach based on Policies
  • Chapter 6 Unsupervised Time Series Anomaly Detection for Edge Computing Applications - A Review
  • Part 2 Security and Privacy paradigm
  • Chapter 7 Secure, Trusted, Privacy-Protected Data Exchange in an Edge-Cloud Continuum Environment
  • Chapter 8 Security, Privacy, Trust and Provenance issues in Internet of Things based Edge Environment
  • Chapter 9 Secure Neural Network Inference for Edge Intelligence: Implications of Bandwidth and Energy Constraints
  • Part 3 Applications
  • Chapter 10 Internet of Things in Intelligent Transportation Systems
  • Chapter 11 IoT- Driven Analytics and Edge Intelligence in Autonomous Navigation Systems
  • Chapter 12 Edge-AI for Monitoring Air Pollution from Urban Waste Incineration : A Survey
  • Chapter 13 Enabling Artificial Intelligence on IoT Edge: Smart Approaches and Solutions for Providing Remote Dental and Medical Services.

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