A survey of distributed graph algorithms on massive graphs

L Meng, Y Shao, L Yuan, L Lai, P Cheng, X Li… - ACM Computing …, 2024 - dl.acm.org
Distributed processing of large-scale graph data has many practical applications and has
been widely studied. In recent years, a lot of distributed graph processing frameworks and …

A faster distributed single-source shortest paths algorithm

S Forster, D Nanongkai - 2018 IEEE 59th Annual Symposium …, 2018 - ieeexplore.ieee.org
We devise new algorithms for the single-source shortest paths (SSSP) problem with non-
negative edge weights in the CONGEST model of distributed computing. While close-to …

Distributed exact weighted all-pairs shortest paths in near-linear time

A Bernstein, D Nanongkai - Proceedings of the 51st Annual ACM …, 2019 - dl.acm.org
In the distributed all-pairs shortest paths problem (APSP), every node in the weighted
undirected distributed network (the CONGEST model) needs to know the distance from …

Distributed local approximation algorithms for maximum matching in graphs and hypergraphs

DG Harris - 2019 IEEE 60th Annual Symposium on …, 2019 - ieeexplore.ieee.org
We describe approximation algorithms in Linial's classic LOCAL model of distributed
computing to find maximum-weight matchings in a hypergraph of rank r. Our main result is a …

(1-ϵ)-Approximate Maximum Weighted Matching in poly(1/ϵ, log n) Time in the Distributed and Parallel Settings

SE Huang, HH Su - Proceedings of the 2023 ACM Symposium on …, 2023 - dl.acm.org
The maximum weighted matching (mwm) problem is one of the most well-studied
combinatorial optimization problems in distributed graph algorithms. Despite a long …

[PDF][PDF] Optimal communication bounds for classic functions in the coordinator model and beyond

H Esfandiari, P Kacham, V Mirrokni… - Proceedings of the 56th …, 2024 - dl.acm.org
In the coordinator model of communication with s servers, given an arbitrary non-negative
function f, we study the problem of approximating the sum∑ i∈[n] f (xi) up to a 1±ε factor …

Nearly optimal communication and query complexity of bipartite matching

J Blikstad, J Van Den Brand, Y Efron… - 2022 IEEE 63rd …, 2022 - ieeexplore.ieee.org
We settle the complexities of the maximum-cardinality bipartite matching problem (BMM) up
to polylogarithmic factors in five models of computation: the two-party communication, AND …

Distributed edge connectivity in sublinear time

M Daga, M Henzinger, D Nanongkai… - Proceedings of the 51st …, 2019 - dl.acm.org
We present the first sublinear-time algorithm that can compute the edge connectivity λ of a
network exactly on distributed message-passing networks (the CONGEST model), as long …

A distributed palette sparsification theorem

M Flin, M Ghaffari, MM Halldórsson, F Kuhn… - Proceedings of the 2024 …, 2024 - SIAM
The celebrated palette sparsification result of [Assadi, Chen, and Khanna SODA'19] shows
that to compute a Δ+ 1 coloring of the graph, where Δ denotes the maximum degree, it …

Minor sparsifiers and the distributed laplacian paradigm

S Forster, G Goranci, YP Liu, R Peng… - 2021 IEEE 62nd …, 2022 - ieeexplore.ieee.org
We study distributed algorithms built around minor-based vertex sparsifiers, and give the first
algorithm in the CONGEST model for solving linear systems in graph Laplacian matrices to …