Author

Niraj Gadhe

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Jul 2026

Time Series Network Utilization KPI Forecasting Using Advanced AI/ML Models

This study addresses the challenge by evaluating a diverse spectrum of models including seasonal decomposition, Prophet, Random Forest, XGBoost, Support Vector Regression, and advanced deep learning architectures like bidirectional and Convolutional LSTMs - using a common interface dataset benchmarked across MAPE, NRMS...

Niraj Gadhe, K. Bhardwaj, M. Jain et al. · arXiv.org · 0 citations