Author

Reddy Somireddy

View on Semantic Scholar

1 paper indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Preprint Aug 2026

Federated Continual Learning as a Distributed Drift-Plus-Penalty Control Problem

This work casts FCL as a stochastic control problem and proposes Federated Queue-regulated Continual Learning (FedQCL), a framework based on Lyapunov drift-plus-penalty (DPP) optimization that outperforms state-of-the-art baselines with respect to accuracy while significantly reducing forgetting under heterogeneous data distributions.

Nazreen Shah, Naveen Kumar, Reddy Somireddy et al. · 0 citations