A systematic survey of general sparse matrix-matrix multiplication

J Gao, W Ji, F Chang, S Han, B Wei, Z Liu… - ACM Computing …, 2023 - dl.acm.org
General Sparse Matrix-Matrix Multiplication (SpGEMM) has attracted much attention from
researchers in graph analyzing, scientific computing, and deep learning. Many optimization …

Improved massively parallel computation algorithms for mis, matching, and vertex cover

M Ghaffari, T Gouleakis, C Konrad, S Mitrović… - Proceedings of the …, 2018 - dl.acm.org
We present O (loglog n)-round algorithms in the Massively Parallel Computation (MPC)
model, with Õ (n) memory per machine, that compute a maximal independent set, a 1+ ε …

The complexity of (Δ+ 1) coloring in congested clique, massively parallel computation, and centralized local computation

YJ Chang, M Fischer, M Ghaffari, J Uitto… - Proceedings of the 2019 …, 2019 - dl.acm.org
In this paper, we present new randomized algorithms that improve the complexity of the
classic (Δ+ 1)-coloring problem, and its generalization (Δ+ 1)-list-coloring, in three well …

A deterministic almost-tight distributed algorithm for approximating single-source shortest paths

M Henzinger, S Krinninger, D Nanongkai - Proceedings of the forty …, 2016 - dl.acm.org
We present a deterministic (1+ o (1))-approximation O (n 1/2+ o (1)+ D 1+ o (1))-time
algorithm for solving the single-source shortest paths problem on distributed weighted …

Toward optimal bounds in the congested clique: Graph connectivity and MST

JW Hegeman, G Pandurangan… - Proceedings of the …, 2015 - dl.acm.org
We study two fundamental graph problems, Graph Connectivity (GC) and Minimum
Spanning Tree (MST), in the well-studied Congested Clique model, and present several …

Distributed exact shortest paths in sublinear time

M Elkin - Journal of the ACM (JACM), 2020 - dl.acm.org
The distributed single-source shortest paths problem is one of the most fundamental and
central problems in the message-passing distributed computing. Classical Bellman-Ford …

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 …

Hopsets with constant hopbound, and applications to approximate shortest paths

M Elkin, O Neiman - SIAM Journal on Computing, 2019 - SIAM
A (β,ϵ)-hopset for a weighted undirected n-vertex graph G=(V,E) is a set of edges, whose
addition to the graph guarantees that every pair of vertices has a path between them that …

Near-optimal approximate shortest paths and transshipment in distributed and streaming models

R Becker, S Forster, A Karrenbauer… - arxiv preprint arxiv …, 2016 - arxiv.org
We present a method for solving the transshipment problem-also known as uncapacitated
minimum cost flow-up to a multiplicative error of $1+\varepsilon $ in undirected graphs with …

Fast approximate shortest paths in the congested clique

K Censor-Hillel, M Dory, JH Korhonen… - Proceedings of the 2019 …, 2019 - dl.acm.org
We design fast deterministic algorithms for distance computation in the CONGESTED
CLIQUE model. Our key contributions include: A (2+ ε)-approximation for all-pairs shortest …