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Naga Surya Randhi

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Jun 2026

FedMV: Multivariate Privacy Preserving Edge Workload Forecasting using Federated Learning

Using the AzurePublicDatasetV2 and Alibaba datasets a novel multi-horizon hybrid neural architecture integrating Gated Recurrent Units (GRUs), multi-head attention mechanisms, and Kalman filter is proposed to offer client’s privacy and is integrated with client-side differential privacy.

Naga Surya Randhi, B. Annappa, M. R. N. Kumar · 0 citations