Fast and Succinct Population Protocols for Presburger Arithmetic

02/23/2022

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by   Philipp Czerner, et al.

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In their 2006 seminal paper in Distributed Computing, Angluin et al. present a construction that, given any Presburger predicate as input, outputs a leaderless population protocol that decides the predicate. The protocol for a predicate of size m (when expressed as a Boolean combination of threshold and remainder predicates with coefficients in binary) runs in 𝒪(m · n^2 log n) expected number of interactions, which is almost optimal in n. However, the number of states of the protocol is exponential in m. Blondin et al. described in STACS 2020 another construction that produces protocols with a polynomial number of states, but exponential expected number of interactions. We present a construction that produces protocols with 𝒪(m) states that run in expected 𝒪(m^7· n^2) interactions, optimal in n, for all inputs of size Ω(m). For this we introduce population computers, a carefully crafted generalization of population protocols easier to program, and show that our computers for Presburger predicates can be translated into fast and succinct population protocols.