Device-Edge-Cloud Continuum Paradigms, Architectures and Applications /
This book focuses on both theoretical and practical aspects of the “Device-Edge-Cloud continuum”, a development approach aimed at the seamless provision of next-generation cyber-physical services through the dynamic orchestration of heterogeneous computing resources, located at different distances t...
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| Autor kompanije: | |
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| Daljnji autori: | , , , |
| Format: | Elektronički e-knjiga |
| Jezik: | engleski |
| Izdano: |
Cham :
Springer Nature Switzerland : Imprint: Springer,
2024.
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| Izdanje: | 1st ed. 2024. |
| Serija: | Internet of Things, Technology, Communications and Computing,
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| Teme: | |
| Online pristup: | https://doi.org/10.1007/978-3-031-42194-5 |
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Sadržaj:
- Introduction
- Compressive Sensing approaches for IoT-based healthcare devices
- Obfuscation detection and their applications
- Occupancy prediction in buildings: state of the art and future directions
- The Role of Federated Learning in Artificial Intelligence Architecture for Cancer Patients Support
- Towards Secure TinyML on a Standardized AI Architecture
- Scheduling Offloading Decisions for Heterogeneous Drones on Shared Edge Resources
- Towards the Edge Cloud Continuum through the Serverless Workflows
- Compute Continuum for Smart Agriculture: an application of LSTM networks to imputation of missing sensor data
- Performance Analysis of a Blockchain for a traceability system based on the IoT sensor units along the Agri-Food supply-chain
- Autonomous Vehicles in Smart Cities: a Deep Reinforcement Learning Solution
- Edge-to-cloud Compute Continuum with applications to smart cities
- Edge intelligence for environmental audio classification: an approach based on Sentiment Analysis and tinyML
- Conclusion.