AI Automation for Network Operations

By Mack Drew

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 observabilityDetect anomalies earlier and use AI-assisted root cause analysis to separate symptoms from actual faultsApply intent-based networking, configuration validation, drift detection, and automated change managementDesign self-healing networks with closed-loop remediation, safeguards, rollback mechanisms, and human-in-the-loop controlsUse LLM copilots, natural-language interfaces, and retrieval-augmented generation in network troubleshootingForecast capacity, optimize paths, rebalance traffic, and improve network performance proactivelyApply AI automation across enterprise, campus, cloud, data-center, service-provider, and carrier environmentsGovern autonomous systems with security, explainability, accountability, risk controls, and operational oversightBuilt 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.Modernize the way you operate networks-start your AI-driven NetOps journey today.

• Format: Paperback
• Language: English
• ISBN: B0HGFTVXG4
• ISBN13: 9798194765386
• Release Date: August 2026
• Publisher: Independently published
• Length: 270 Pages
• Weight: 1.40 lbs.
• Dimensions: 11.0" x 0.6" x 8.5"