Mathematical Foundations for Peer-to-Peer Lattice Computation
摘要
We give structured proofs for five mathematical propositions governing synchronous peer-to-peer computation on a finite grid graph embedded in . Proposition 1 gives three lower bounds: a transport-work bound attained by every shortest-path schedule; a completion-depth bound attained by non-congesting parallel routing; and a compressive-reduction edge bound . A negative result refutes naive concentration for sink-trunk loads under corner-sink dimension-order routing, showing variance . Proposition 2 establishes, under the -- collective-communication and a Mixture-of-Experts sparse-activation model, that the grid-to-cluster latency ratio improves monotonically as shrinks whenever cluster fixed overhead dominates the grid geometric constant. Proposition 3 identifies a sufficient algebraic criterion for schedule-independent reduction: update rules decomposing into a local map and an abelian-monoid merge, expressed as a product-preserving functor from the Lawvere theory of commutative monoids into the hardware-state category. Proposition 4 bounds the conditional expected route length under i.i.d. site failure in the subcritical regime by an additive detour, using Aizenman-Barsky exponential cluster-size decay. Proposition 5 augments the grid with uniform long-range shortcuts per node, collapsing the typical shortest-path length from to under a mean-field (Erd\H{o}s-R\'enyi) universality argument -- rigorous for the 1-D-ring base (Newman-Watts-Strogatz), conjectural for the 2-D-grid base.
引用
@article{arxiv.2605.22832,
title = {Mathematical Foundations for Peer-to-Peer Lattice Computation},
author = {Danil Gorinevski},
journal= {arXiv preprint arXiv:2605.22832},
year = {2026}
}
备注
Foundations for software engineering of peer-to-peer distributed computation: abelian-monoid fold semantics (PCC-certifiable), reduction-depth/transport-work/Steiner-edge lower bounds, subcritical fault-tolerance detour bounds, small-world topology extension. 20 pages, 7 figures, 35 references