Name: Collaborative Learning for 6g Mobile Wireless Networks (en Inglés)
SKU: 66860621
Price: 190.15 USD
Availability: InStock
Author: Hafi, Houda; Brik, Bouziane; Houda, Zakaria Abou El
ISBN: 9780443405709

portada Collaborative Learning for 6g Mobile Wireless Networks (en Inglés)

Collaborative Learning for 6g Mobile Wireless Networks (en Inglés)

Formato

Libro Físico

Editorial

Academic Press

Autor

Hafi, Houda; Brik, Bouziane; Houda, Zakaria Abou El

Idioma

Inglés

N° páginas

375

Encuadernación

Tapa Blanda

ISBN13

9780443405709

Collaborative Learning for 6g Mobile Wireless Networks (en Inglés)

Hafi, Houda; Brik, Bouziane; Houda, Zakaria Abou El (Autor) · Academic Press · Tapa Blanda

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Reseña del libro "Collaborative Learning for 6g Mobile Wireless Networks (en Inglés)"

Collaborative Learning for 6G Mobile Wireless Networks gives a comprehensive introduction to the topic and its potential role in the development of 6G by explaining principles and presenting methods, algorithms, and uses cases. To achieve 6G's vision of intelligent and autonomous networks capable of self-optimization, self-healing, and context-aware adaptation, there is a need to develop advanced algorithms and frameworks to enable network elements to perceive, reason, and act autonomously in dynamic and unpredictable environments. However, traditional machine learning methods rely on centralized data collection and processing, making it a limitation for large-scale applications. Collaborative learning, as an emerging distributed approach, offers a powerful framework for harnessing the collective intelligence of distributed data sources while addressing key challenges such as privacy and security.