Practical parallel hypergraph algorithms

J Shun - Proceedings of the 25th ACM SIGPLAN Symposium on …, 2020 - dl.acm.org
While there has been significant work on parallel graph processing, there has been very
surprisingly little work on high-performance hypergraph processing. This paper presents a …

Distributed maximal matching and maximal independent set on hypergraphs

A Balliu, S Brandt, F Kuhn, D Olivetti - Proceedings of the 2023 Annual ACM …, 2023 - SIAM
We investigate the distributed complexity of maximal matching and maximal independent set
(MIS) in hypergraphs in the LOCAL model. A maximal matching of a hypergraph H=(VH, EH) …

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing

J Zhao, Y Zhang, L He, Q Li, X Zhang, X Jiang… - ACM Transactions on …, 2023 - dl.acm.org
With the increasing need for graph analysis, massive Concurrent iterative Graph Processing
(CGP) jobs are usually performed on the common large-scale real-world graph. Although …

Hardware-accelerated hypergraph processing with chain-driven scheduling

Q Wang, L Zheng, J Yuan, Y Huang… - … Symposium on High …, 2022 - ieeexplore.ieee.org
Beyond ordinary graphs, hypergraphs are a graph representation to flexibly express
complex multilateral relationships between entities. Hypergraph processing can be used to …

A data-centric accelerator for high-performance hypergraph processing

Q Wang, L Zheng, A Hu, Y Huang, P Yao… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
Hypergraph processing has emerged as a powerful approach for analyzing complex
multilateral relationships among multiple entities. Past research on building hypergraph …

Distributed symmetry breaking in hypergraphs

S Kutten, D Nanongkai, G Pandurangan… - … Symposium, DISC 2014 …, 2014 - Springer
Fundamental local symmetry breaking problems such as Maximal Independent Set (MIS)
and coloring have been recognized as important by the community, and studied extensively …

LAHypergraph: Parallel Hypergraph Analytics in the Language of Linear Algebra

L Guo, J Firoz, G Kestor - SIAM Conference on Applied and Computational …, 2023 - SIAM
Hypergraphs are recently emerging as a robust set-theoretical mathematical tool that can
faithfully model higher-order relationships among the entities in a dataset. To design efficient …

Derandomized concentration bounds for polynomials, and hypergraph maximal independent set

DG Harris - ACM Transactions on Algorithms (TALG), 2019 - dl.acm.org
A parallel algorithm for maximal independent set (MIS) in hypergraphs has been a long-
standing algorithmic challenge, dating back nearly 30 years to a survey of Karp and …

Efficient distributed computation of MIS and generalized MIS in linear hypergraphs

F Kuhn, C Zheng - arxiv preprint arxiv:1805.03357, 2018 - arxiv.org
Given a graph, a maximal independent set (MIS) is a maximal subset of pairwise non-
adjacent vertices. Finding an MIS is a fundamental problem in distributed computing …

Wireless network scheduling with discrete propagation delays: Theorems and algorithms

S Yang, J Ma, Y Liu - IEEE Transactions on Information Theory, 2023 - ieeexplore.ieee.org
The literature provides evidence that considering signal propagation delays can significantly
enhance the scheduling rate region of wireless networks. This paper focuses on the link …