Author

Vajiheh Farhadi

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Conference Jul 2026

Scheduling Real-Time Serverless Smart Grid Workflows with Chain-Aware DRL

Serverless computing has emerged as a promising paradigm for deploying distributed cyber-physical systems (CPS), such as smart grids and industrial control applications, due to its elasticity and lightweight execution model. In these CPS settings, sensing, communication, and actuation are tightly coupled in closed-loop...

Vajiheh Farhadi · International Conference on... · 0 citations

#machine learning Preprint Aug 2026

Initialization Is Critical: Advancing Federated Short-Term Load Forecasting under Load Heterogeneity via Model Initialization

This paper studies the role of model initialization in federated STLF, and proposes two initialization strategies from global and local perspectives, which effectively improve forecasting performance, as evidenced by reduced client drift, improved convergence behavior, and lower forecasting errors.

Jia-Ning Chen, Vajiheh Farhadi, Yan Li et al. · 0 citations