AI Automation for Network Operations - Softcover

Drew, Mack

9798194765386: AI Automation for Network Operations

Softcover

ISBN 13: 9798194765386

Publisher: Independently published, 2026

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Modern networks generate more data, change faster, and span more environments than traditional operations teams can manage manually.
AI Automation for Network Operations shows you how artificial intelligence, machine learning, AIOps, and closed-loop automation are reshaping the way enterprise, cloud, data-center, and carrier networks are monitored, diagnosed, optimized, and repaired.

Instead of treating AI as another isolated tool, this practical guide gives you a structured framework for understanding how intelligent automation fits across the entire network operations lifecycle.
Inside, you'll learn how to:

Build AIOps architectures around telemetry, logs, flow data, behavioral baselines, and intelligent observability
Detect anomalies earlier and use AI-assisted root cause analysis to separate symptoms from actual faults
Apply intent-based networking, configuration validation, drift detection, and automated change management
Design self-healing networks with closed-loop remediation, safeguards, rollback mechanisms, and human-in-the-loop controls
Use LLM copilots, natural-language interfaces, and retrieval-augmented generation in network troubleshooting
Forecast capacity, optimize paths, rebalance traffic, and improve network performance proactively
Apply AI automation across enterprise, campus, cloud, data-center, service-provider, and carrier environments
Govern autonomous systems with security, explainability, accountability, risk controls, and operational oversight

Built for network engineers, NOC professionals, architects, automation engineers, IT leaders, and advanced networking students, the book connects established networking fundamentals with the technologies driving the next generation of operations.
If you want to understand how networks are moving from reactive troubleshooting toward intelligent, predictive, and increasingly autonomous operation, AI Automation for Network Operations gives you the foundation to start building that future.