AI-Driven Network Management System
Introducing our AI-Driven Network Management System, a robust, intelligent platform designed for real-time monitoring, predictive maintenance, cost optimization, and energy efficiency. Leveraging advanced AI models such as PyOD and DeepAnT for anomaly detection, LSTM and XGBoost for predictive maintenance, Stable-Baselines3 reinforcement learning for dynamic resource allocation, and Bayesian optimization for reducing energy consumption, our solution transforms network operations. Automated AI agents continuously analyze sensor logs and metrics, resolving issues promptly and escalating complex cases when needed. This comprehensive system ensures scalable, resilient, and efficient network performance while minimizing operational costs and environmental impact through intelligent, automated decision-making processes for excellence.
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