AI agents for secure and software-defined networking : harnessing AI and SDN to revolutionize modern work environments /

This book explores how Artificial Intelligence (AI) and Software-Defined Networking (SDN) can transform the way modern networks are designed, secured, and operated.In an era shaped by cloud computing, IoT, 5G, and edge computing, traditional network management is no longer enough--this book reveals...

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Bibliographic Details
Main Author: Mehta, Het
Format: eBook
Language:English
Published: [S.l.] : Apress, 2026.
Subjects:

MARC

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520 |a This book explores how Artificial Intelligence (AI) and Software-Defined Networking (SDN) can transform the way modern networks are designed, secured, and operated.In an era shaped by cloud computing, IoT, 5G, and edge computing, traditional network management is no longer enough--this book reveals how AI agents bring autonomy, intelligence, and... 
505 0 |a Chapter 1: AI-Agent Architectures for Decentralized Network Management -- Chapter 2: Adaptive AI Agents for Intent-Based Networking (IBN) -- Chapter 3: Federated Learning for Collaborative Network Optimization -- Chapter 4: AI Agents for Cross-Layer Network Orchestration -- Chapter 5: Digital Twins for AI-Driven Network Simulations -- Chapter 6: Cognitive AI Agents for Proactive Network Healing -- Chapter 7: AI-Powered Dynamic Policy Management in SDN -- Chapter 8: Reinforcement Learning for Autonomous Traffic Engineering -- Chapter 9: Ethical AI Agents for Responsible Network Management -- Chapter 10: AI Agents for Network Threat Intelligence and Response -- Chapter 11: AI-Driven Resource Allocation in Multi-Tenant SDN Environments -- Chapter 12: AI Agents for Edge-Centric SDN Management -- Chapter 13: AI-Augmented Network Function Chaining in SDN -- Chapter 14: AI Agents for Zero-Touch Provisioning in SDN -- Chapter 15: Leveraging Graph Neural Networks for SDN Management -- Chapter 16: AI-Enhanced Security for Programmable Data Planes -- Chapter 17: Personalized Network Management with AI Agents -- Chapter 18: AI-Driven Energy Efficiency in SDN -- Chapter 19: AI-Powered Collaborative Security for Multi-Domain SDN -- Chapter 20: AI in Programmable Optical Networks with SDN -- Chapter 21: AI-Driven Predictive Analytics for SDN Scalability -- Chapter 22: Democratizing AI-Driven SDN Management with Open Source -- Chapter 23: AI Agents for SD-WAN Optimization -- Chapter 24: AI-Driven Security for SD-WAN -- Chapter 25: Ensuring Business Continuity with AI-Driven Disaster Recovery. Chapter 26: Additional Resources and Glossary. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed March 20, 2026). 
650 0 |a Software-defined networking (Computer network technology) 
650 0 |a Intelligent agents (Computer software) 
650 0 |a Artificial intelligence. 
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