Edge Intelligence and Analytics for Internet of Things

Edge Intelligence and Analytics for Internet of Things

Architect your decentralized logic and master the high-performance protocols of modern IoT engineering. Edge Intelligence and Analytics for Internet of Things provides a definitive, engineering-first roadmap to the most significant shift in data processing since the move to the cloud. Learn how to move beyond basic sensor collection to high-velocity, edge-native discovery—bridging the gap between a standalone device and a sophisticated, intelligence-driven ecosystem—ensuring your technical projects are resilient, scalable, and ready for the 2026 global technology landscape.

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What You Will Learn:

Foundations of Edge Architecture: Master the core theories and methods for enabling fast, efficient processing at the network edge to alleviate resource limitations in IoT devices.

Modern Intelligence Workflows: Step-by-step guidance on utilizing advanced machine learning and deep learning models (Chapters 5 & 10) to maintain peak operational integrity in distributed environments.

Scalable Security Patterns: Discover how to implement federated learning and blockchain-enabled intelligence (Chapters 6 & 9) to maintain the structural integrity and technical agility of your IoT deployments.

Strategic Security & Privacy Integrity: Learn advanced techniques for maintaining information security at the edge, protecting against collusion and data poisoning attacks while ensuring the technical agility of your anomaly detection protocols.

Who This Book is For: This professional-grade guide is essential for IoT Architects, Embedded Systems Developers, and Cyber Security Researchers. It is an invaluable resource for any technical lead—including those building highly responsive, edge-integrated graduation projects like Smart Guard—aiming to master the structural integrity and technical agility required for modern, evidence-based software and system delivery.

Product Details:

Format: Digital PDF/eBook Download

Author: Govind P. Gupta (Associate Professor, NIT Raipur)

Publisher: CRC Press (Taylor & Francis)

ISBN-13: 9781040434680

ISBN-10: 1040434681