AI for Connectivity Hackathon II: Building Resilient Networks 

Start

PanaDol Ultra

waleed511

onlymovieskat

Saqiib

Zohaibahamd

Zenith_Flicky6q8

Qaim9825

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.

AI-driven network management system leveraging anomaly detection, predictive maintenance, RL cost optimization, and Bayesian energy efficiency. Automated AI agents resolve issues in real-time for scalable, resilient networks

 AI-Driven Network Management System

"PanaDol Ultra team on AI for Connectivity Hackathon II: Building Resilient Networks Hackathon"

Team Idea

Submission