Showing 2025Show all
3 papers · 1 filter
cs.IT2025
Typical Solutions of Multi-User Linearly-Decomposable Distributed Computing
Ali Khalesi, Mohammad Reza Deylam Salehi
We solve, in the typical-case sense, the multi-sender linearly-decomposable distributed computing problem introduced by tessellated distributed computing. We model real-valued enco…
cs.IT2025
General Multi-User Distributed Computing: A Learning-Theoretic RKHS Framework for Generic Nonlinear Target Functions with Topology-Aware Risk Analysis
Ali Khalesi
This paper studies multi-user distributed computation over shared real-valued subfunctions under computation and communication constraints. We consider a \emph{General Multi-User D…
cs.IT2025
The Distributed Multi-User Point Function
Ali Khalesi, Bahareh Akhbari
In this paper, we study the problem of information-theoretic distributed multi-user point function, involving a trusted master node, server nodes, and $K\in \mat…