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Benedict

Designing IoT Applications with Serverless Concepts and Open Source Tools

Medium: Buch
ISBN: 978-1-041-25642-7
Verlag: Taylor & Francis Ltd
Erscheinungstermin: 28.12.2026
vorbestellbar, Erscheinungstermin ca. Dezember 2026

This work explains step-by-step development and implementation of serverless functions at sensor, edge, and cloud levels for IoT-enabled applications, addressing data privacy, cost inefficiency, and scalability challenges. It discusses the systematic deployment of serverless functions across sensor nodes, edge clusters, and cloud infrastructure using open-source tools such as ESP-IDF, WasmEdge, and OpenFaaS. It covers key topics, including edge-fog-cloud computing, IoT communication protocols (MQTT, LoRa, Zigbee), benchmarking methods, and performance comparisons. It highlights the integration of serverless concepts to build efficient computing platforms, drawing on insights from collaborative research with leading universities.

- Discusses the application of serverless functions on edge-enabled clusters, such as Raspberry Pi clusters mounted at our research labs.

- Details exploration of IoT communication protocols and offers benchmarking methodologies for evaluating serverless IoT systems.

- Expresses the utilisation of open-source tools and frameworks to activate serverless functions in IoT-enabled applications.

- Explains future directions for scalable and efficient IoT application development.

This book is for professionals, academicians, and students interested in IoT-enabled applications.


Produkteigenschaften


  • Artikelnummer: 9781041256427
  • Medium: Buch
  • ISBN: 978-1-041-25642-7
  • Verlag: Taylor & Francis Ltd
  • Erscheinungstermin: 28.12.2026
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2026
  • Produktform: Gebunden
  • Seiten: 312
  • Format (B x H): 156 x 234 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Section I: Foundations and Tools 1. Foundations of IoT and Serverless Computing 2. AI/ML/DL for IoT 3. Programming Serverless 4. Edge-level Devices Section II: Architectures and System Design 5. Serverless IoT 6. Decentralized Serverless Architectures 7. Resource Allocation Strategies 8. Distributed Scheduling in Serverless IoT 9. Serverless Workflows Section III: Performance Aspects 10. Energy, Scalability, and Latency-Aware Serverless 11. Performance Optimization in Serverless IoT 12. Benchmarking Serverless IoT 13. Acceleration Strategies Section IV: Applications and Future Directions 14. Serverless IoT Platforms 15. Serverless IoT-Enabled Applications 16. Conclusion and Future Directions