English

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

Distributed, Parallel, and Cluster Computing 2019-01-29 v2

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(logn)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(n3/2log3/2n)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(n3/2log3/2n)O(n^{3/2} \log^{3/2} n) messages. Given a spanning tree, we can compute MST with O~(n)\tilde{O}(n) messages.

Keywords

Cite

@article{arxiv.1806.04328,
  title  = {Broadcast and minimum spanning tree with $o(m)$ messages in the asynchronous CONGEST model},
  author = {Ali Mashreghi and Valerie King},
  journal= {arXiv preprint arXiv:1806.04328},
  year   = {2019}
}

Comments

Submitted to DISC 2018 conference

R2 v1 2026-06-23T02:26:45.633Z