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Broadcast and minimum spanning tree with o(m)o(m) messages in the asynchronous CONGEST model

Published 12 Jun 2018 in cs.DC | (1806.04328v2)

Abstract: We provide the first asynchronous distributed algorithms to compute broadcast and minimum spanning tree with o(m)o(m) bits of communication, in a graph with nn nodes and mm edges. For decades, it was believed that Ω(m)\Omega(m) bits of communication are required for any algorithm that constructs a broadcast tree. In 2015, King, Kutten and Thorup showed that in the KT1 model where nodes have initial knowledge of their neighbors' identities it is possible to construct MST in O~(n)\tilde{O}(n) messages in the synchronous CONGEST model. In the CONGEST model messages are of size O(log⁡n)O(\log n). However, no algorithm with o(m)o(m) messages were known for the asynchronous case. Here, we provide an algorithm that uses O(n3/2log⁡3/2n)O(n^{3/2} \log^{3/2} n) messages to find MST in the asynchronous CONGEST model. Our algorithm is randomized Monte Carlo and outputs MST with high probability. We will provide an algorithm for computing a spanning tree with O(n3/2log⁡3/2n)O(n^{3/2} \log^{3/2} n) messages. Given a spanning tree, we can compute MST with O~(n)\tilde{O}(n) messages.

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