Massively parallel computation of matching and MIS in sparse graphs

S Behnezhad, S Brandt, M Derakhshan… - Proceedings of the …, 2019 - dl.acm.org
The Massively Parallel Computation (MPC) model serves as a common abstraction of many
modern large-scale parallel computation frameworks and has recently gained a lot of …

Faster algorithms for edge connectivity via random 2-out contractions

M Ghaffari, K Nowicki, M Thorup - Proceedings of the Fourteenth Annual ACM …, 2020 - SIAM
We provide a simple new randomized contraction approach to the global minimum cut
problem for simple undirected graphs. The contractions exploit 2-out edge sampling from …

Time-optimal construction of overlay networks

T Götte, K Hinnenthal, C Scheideler… - Proceedings of the 2021 …, 2021 - dl.acm.org
We show how to construct an overlay network of constant degree and diameter O (log n) in
time O (log n) starting from an arbitrary weakly connected graph. We assume a synchronous …

Improved MPC algorithms for MIS, matching, and coloring on trees and beyond

M Ghaffari, C Grunau, C ** - arxiv preprint arxiv:2002.09610, 2020 - arxiv.org
We present $ O (\log\log n) $ round scalable Massively Parallel Computation algorithms for
maximal independent set and maximal matching, in trees and more generally graphs of …

Optimal deterministic massively parallel connectivity on forests

A Balliu, R Latypov, Y Maus, D Olivetti, J Uitto - … of the 2023 Annual ACM-SIAM …, 2023 - SIAM
We show fast deterministic algorithms for fundamental problems on forests in the
challenging low-space regime of the well-known Massive Parallel Computation (MPC) …

Exponential speedup over locality in MPC with optimal memory

A Balliu, S Brandt, M Fischer, R Latypov… - arxiv preprint arxiv …, 2022 - arxiv.org
Locally Checkable Labeling (LCL) problems are graph problems in which a solution is
correct if it satisfies some given constraints in the local neighborhood of each node. Example …

Deterministic massively parallel symmetry breaking for sparse graphs

M Fischer, J Giliberti, C Grunau - … of the 35th ACM Symposium on …, 2023 - dl.acm.org
We consider the problem of designing deterministic graph algorithms for the model of
Massively Parallel Computation (MPC) that improve with the sparsity of the input graph, as …

Massively parallel algorithms for minimum cut

M Ghaffari, K Nowicki - Proceedings of the 39th Symposium on Principles …, 2020 - dl.acm.org
We present two Massively Parallel Computation (MPC) algorithms for the Minimum Cut
problem: an O (1)-round exact algorithm with Õ (n) memory per machine, and an O (log n⊙ …

Unconditional lower bounds for adaptive massively parallel computation

M Charikar, W Ma, LY Tan - Proceedings of the 32nd ACM Symposium …, 2020 - dl.acm.org
We consider unconditional lower bounds in the Adaptive Massively Parallel Computation
(AMPC) model introduced by Behnezhad et al.(SPAA 19), which is an adaptive variant of the …

Brief announcement: Memory efficient massively parallel algorithms for LCL problems on trees

S Brandt, R Latypov, J Uitto - 35th International …, 2021 - research-collection.ethz.ch
We establish scalable Massively Parallel Computation (MPC) algorithms for a family of
fundamental graph problems on trees. We give a general method that, for a wide range of …