AI Automation for Network Operations
Language: English
Published by Independently published, 2026
- Softcover
- New
Seller: California Books, Miami, FL, U.S.A.California Books
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- Title
- AI Automation for Network Operations
- Author
- Drew, Mack
- Publisher
- Independently published
- Publication year
- 2026
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 13
- 9798194765386
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
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.
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California Books
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