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Abstract: This paper presents a pragmatic comparison of three parallel algorithms for finding connected components, together with optimizations on these algorithms. Those being compared are two similar algorithms by Awerbuch and Shiloach [2] and by Shiloach and Vishkin [19] and a randomized contraction algorithm by Blelloch [7], based on algorithms by Reif [18] and Phillips [17]. Major improvements are given for the first two which significantly reduces the super-linear component of their work... (Update)
Context of citations to this paper: More
...2.2. 4 SVM Algorithms Several CRCW PRAM connected components algorithms on the scan vector model have been designed for the SVM by Greiner [11]. Blelloch has described a randomised algorithm for the SVM [2] These algorithms require O(lg n) steps and O(m lg n) work. To the...
.... sample would include (Levialdi, 1972) Lim, 1987) Lim et al. 1987) Agrawal and Nekludova, 1987) Bader and JaJa, 1994) and (Johl, 1994) For a comparative survey, see (Greiner, 1993). Serial algorithms remain of interest for implementation on sequential hardware....
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BibTeX entry: (Update)
J. Greiner. A comparison of data-parallel algorithms for connected components. In Proc. 6th ACM Symp. on Parallel Algorithms and Architectures, pages 16--25, June 1994. http://citeseer.ist.psu.edu/article/greiner94comparison.html More
@inproceedings{ john94comparison,
author = "Greiner, John",
title = "{A} {C}omparison of {D}ata-{P}arallel {A}lgorithms for {C}onnected {C}omponents",
booktitle = "Proceedings Symposium on Parallel Algorithms and Architectures",
month = "June",
pages = "16--25",
year = "94",
url = "citeseer.ist.psu.edu/article/greiner94comparison.html" }
Citations (may not include all citations):
206
Vector Models for Data-Parallel Computing (context) - Guy - 1990
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NESL: A Nested Data-Parallel Language
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Parallel Connectivity Algorithm (context) - Yossi, Uzi et al. - 1982
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An Optimal Randomized Parallel Algorithm for Finding Connect.. (context) - Hillel - 1991
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New Connectivity and MSF Algorithms for Ultracomputer and PR.. (context) - Awerbuch, Shiloach - 1983
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Linear-processor NC algorithms for planar directed graphs (context) - Ming-Ying, Gregory - 1990
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Hypercube computing: Connected components
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A fast parallel algorithm for labeling connected components .. (context) - Willie, Ajit et al. - 1987
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Optimal Parallel Algorithms for Integer Sorting and Graph Co.. (context) - John - 1985
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A study of connected component labeling algorithms on the MP.. (context) - Susanne, Lynn - 1988
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algorithm for finding connected components in planar images (context) - Ajit, Lena et al. - 1987
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Data-Parallel Connected Components Algorithms (context) - John, Guy
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Unpublished CVL code (context) - Guy - 1990
1
An efficient connected components algorithm on a mesh-connec.. (context) - Gopalakrishnan, Ramakrishnan et al. - 1987
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Jian-Sheng Nonuniversal Critical Dynamics in Monte Carlo Sim.. (context) - Robert, Wang - 1987
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