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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 …
surprisingly little work on high-performance hypergraph processing. This paper presents a …
Distributed maximal matching and maximal independent set on hypergraphs
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) …
(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 …
(CGP) jobs are usually performed on the common large-scale real-world graph. Although …
Hardware-accelerated hypergraph processing with chain-driven scheduling
Beyond ordinary graphs, hypergraphs are a graph representation to flexibly express
complex multilateral relationships between entities. Hypergraph processing can be used to …
complex multilateral relationships between entities. Hypergraph processing can be used to …
A data-centric accelerator for high-performance hypergraph processing
Hypergraph processing has emerged as a powerful approach for analyzing complex
multilateral relationships among multiple entities. Past research on building hypergraph …
multilateral relationships among multiple entities. Past research on building hypergraph …
Distributed symmetry breaking in hypergraphs
Fundamental local symmetry breaking problems such as Maximal Independent Set (MIS)
and coloring have been recognized as important by the community, and studied extensively …
and coloring have been recognized as important by the community, and studied extensively …
LAHypergraph: Parallel Hypergraph Analytics in the Language of Linear Algebra
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 …
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 …
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
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 …
adjacent vertices. Finding an MIS is a fundamental problem in distributed computing …
Wireless network scheduling with discrete propagation delays: Theorems and algorithms
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 …
enhance the scheduling rate region of wireless networks. This paper focuses on the link …