[图书][B] Recent advances in graph partitioning

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Theoretically efficient parallel graph algorithms can be fast and scalable

L Dhulipala, GE Blelloch, J Shun - ACM Transactions on Parallel …, 2021 - dl.acm.org
There has been significant recent interest in parallel graph processing due to the need to
quickly analyze the large graphs available today. Many graph codes have been designed …

Deep multilevel graph partitioning

L Gottesbüren, T Heuer, P Sanders, C Schulz… - arXiv preprint arXiv …, 2021 - arxiv.org
Partitioning a graph into blocks of" roughly equal" weight while cutting only few edges is a
fundamental problem in computer science with a wide range of applications. In particular …

Parallel batch-dynamic algorithms for k-core decomposition and related graph problems

QC Liu, J Shi, S Yu, L Dhulipala, J Shun - Proceedings of the 34th ACM …, 2022 - dl.acm.org
Maintaining a k-core decomposition quickly in a dynamic graph has important applications
in network analysis. The main challenge for designing efficient exact algorithms is that a …

New effective multithreaded matching algorithms

F Manne, M Halappanavar - 2014 IEEE 28th International …, 2014 - ieeexplore.ieee.org
Matching is an important combinatorial problem with a number of applications in areas such
as community detection, sparse linear algebra, and network alignment. Since computing …

A multistage algorithm for blood banking supply chain allocation problem

A Kaveh, M Ghobadi - International Journal of Civil Engineering, 2017 - Springer
This paper proposes an efficient method for allocating a number of blood centers to a set of
hospitals to minimize the total distance between the hospitals and the blood centers, based …

Approximation algorithms in combinatorial scientific computing

A Pothen, SM Ferdous, F Manne - Acta Numerica, 2019 - cambridge.org
We survey recent work on approximation algorithms for computing degree-constrained
subgraphs in graphs and their applications in combinatorial scientific computing. The …

Parallel wavelet tree construction

J Shun - 2015 Data compression conference, 2015 - ieeexplore.ieee.org
We present parallel algorithms for wavelet tree construction with polylogarithmic depth,
improving upon the linear depth of the recent parallel algorithms by Fuentes-Sepulveda et …

Scalable auction algorithms for bipartite maximum matching problems

QC Liu, Y Ke, S Khuller - arXiv preprint arXiv:2307.08979, 2023 - arxiv.org
In this paper, we give new auction algorithms for maximum weighted bipartite matching
(MWM) and maximum cardinality bipartite $ b $-matching (MCbM). Our algorithms run in …

Dynamic matching algorithms in practice

M Henzinger, S Khan, R Paul, C Schulz - arXiv preprint arXiv:2004.09099, 2020 - arxiv.org
In recent years, significant advances have been made in the design and analysis of fully
dynamic maximal matching algorithms. However, these theoretical results have received …