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Message propagation is fundamental in constructing distributed systems upon sparsely connected communication networks. For providing easy message propagation primitives, the mutual-exclusive propagation (MEP) of one-bit messages is investigated with a simplified discrete system model. Inspired by natural propagation systems, efficient self-stabilizing periodic MEP processes are proposed with the MEP systems. For handling the worst-case scenarios, the MEP systems are generally analyzed witharXiv:2203.03297v1 fatcat:njoznubnj5ainh66gmao2232oa