Distributed Solvers for Network Linear Equations: Achieving Linear Convergence with Scalarized Communication Compression

This paper introduces a novel approach to solving network linear equations in a distributed manner, utilizing a scalarized communication compression technique to significantly reduce communication overhead while maintaining linear convergence.