Conditionally Optimal Parallel Coloring of Forests

C Grunau, R Latypov, Y Maus, S Pai, J Uitto - arXiv preprint arXiv …, 2023 - arxiv.org
We show the first conditionally optimal deterministic algorithm for $3 $-coloring forests in the
low-space massively parallel computation (MPC) model. Our algorithm runs in $ O (\log\log …

Fast dynamic programming in trees in the mpc model

C Gupta, R Latypov, Y Maus, S Pai, S Särkkä… - Proceedings of the 35th …, 2023 - dl.acm.org
We present a deterministic algorithm for solving a wide range of dynamic programming
problems in trees in O (log D) rounds in the massively parallel computation model (MPC) …

Log Diameter Rounds MST Verification and Sensitivity in MPC

S Coy, A Czumaj, G Mishra, A Mukherjee - Proceedings of the 36th ACM …, 2024 - dl.acm.org
We consider two natural variants of the problem of minimum spanning tree (MST) of a graph
in the parallel setting: MST verification (verifying if a given tree is an MST) and the sensitivity …

Fully Scalable Massively Parallel Algorithms for Embedded Planar Graphs

YJ Chang, DW Zheng - Proceedings of the 2024 Annual ACM-SIAM …, 2024 - SIAM
We consider the massively parallel computation (MPC) model, which is a theoretical
abstraction of large-scale parallel processing models such as MapReduce. In this model …

Connected Components in Linear Work and Near-Optimal Time

A Farhadi, SC Liu, E Shi - Proceedings of the 36th ACM Symposium on …, 2024 - dl.acm.org
Computing the connected components of a graph is a fundamental problem in algorithmic
graph theory. A major question in this area is whether we can compute connected …

Adaptive Massively Parallel Connectivity in Optimal Space

R Latypov, J Łącki, Y Maus, J Uitto - … of the 35th ACM Symposium on …, 2023 - dl.acm.org
We study the problem of finding connected components in the Adaptive Massively Parallel
Computation (AMPC) model. We show that when we require the total space to be linear in …

[PDF][PDF] Measuring Practical Applications of Modern Massively Parallel Algorithms

F Ferrai - 2023 - aaltodoc.aalto.fi
Massively parallel computations are gaining more and more importance in the computing
world, due to hardware evolution and the staggering amounts of data produced and …