Author

R. P. Díaz-Redondo

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Jul 2026

Coded Task Offloading for Fluid Computing: A Privacy-Aware Approach under D2D Networks

This paper forms a privacy-aware offloading problem that jointly optimizes delay and energy while penalizing the theoretical privacy leakage of coded tasks under noisy leakage observations, and proposes a coded task offloading scheme for D2D networks under stochastic task arrivals and queue-based dynamics.

Diego Cajaraville-Aboy, M. Fernández-Veiga, A. Fernández-Vilas et al. · arXiv.org · 0 citations

Jul 2026

Air-Plan: Query-Optimized Topology Selection for Over-the-Air Decentralized Federated Learning

A AIRPLAN is presented, a query-optimized topology selection framework for Over-the-Air Decentralized Federated Learning (OTA-DFL) that establishes a formal equivalence between OTA-DFL and distributed query processing, enabling topology selection to be formulated as a cost-based query optimization problem.

Kaushal Attaluri, R. P. Díaz-Redondo, Manuel Fernandez Veiga · arXiv.org · 0 citations

Preprint Jul 2026

Privacy-Preserving and Verifiable Approximate Distributed Coded Computing

This paper proposes a model-agnostic framework for adversary-resistant distributed learning that jointly addresses privacy preservation and malicious behavior across both federated and decentralized settings and empirically demonstrates that the combination of GPBACC with robust aggregation and verification mechanisms...

Xavier Martínez-Luaña, Alba Gude-Santos, Manuel Fernández-Veiga et al. · 0 citations