Edge Intelligence: Real-Time AI at the Frontier of IoT - Softcover

Rangasamy, Rajasekar; Lenin, J.; Karpagalakshmi, R. C.

Softcover

ISBN 10: 6630376242 ISBN 13: 9786630376241

Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

Edge Intelligence is an emerging computing paradigm that combines artificial intelligence (AI), edge computing, and the Internet of Things (IoT) to enable intelligent data processing closer to the source of data. Unlike traditional cloud-based systems, which transfer large volumes of data to centralized servers, Edge Intelligence performs processing and AI inference on IoT devices, gateways, and edge servers. This approach reduces latency, bandwidth consumption, and privacy risks while supporting faster and more autonomous decision making. Technologies such as machine learning, deep learning, lightweight AI, model compression, TinyML, and federated learning enable intelligent functions even on resource-constrained devices. Edge Intelligence has wide applications in smart manufacturing, healthcare, smart cities, transportation, agriculture, environmental monitoring, autonomous systems, and robotics. However, challenges related to limited resources, security, privacy, scalability, interoperability, and AI model management remain important. Emerging technologies such as 5G/6G, generative AI, digital twins, and the Edge-Cloud continuum are expected to further enhance its capabilities.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 6630376242
• ISBN 13: 9786630376241
• Einband: Broché
• Anzahl der Seiten: 188
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar