Multi Level Graph Partitioning
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Multi Level Graph Partitioning
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Author : Pawan Kumar Aurora
language : en
Publisher:
Release Date : 2007
Multi Level Graph Partitioning written by Pawan Kumar Aurora and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.
ABSTRACT: Graph partitioning is an important problem that has extensive applications in many areas, including scientifc computing, VLSI design, and task scheduling. The multi-level graph partitioning algorithm reduces the size of the graph gradually by collapsing vertices and edges over various levels, partitions the smallest graph and then uncoarsens it to construct a partition for the original graph. Also, at each step of uncoarsening the partition is refined as the degree of freedom increases. In this thesis we have implemented the multi-level graph partitioning algorithm and used the Fiduccia Mattheyses algorithm for refining the partition at each level of uncoarsening. Along with the few published heuristics we have tried one of our own for handling dense nodes during the coarsening phase. We present our results and compare them to those of the Metis software that is the current state of the art package for graph partitioning.
Analysis Of Multilevel Graph Partitioning
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Author : George Karypis
language : en
Publisher:
Release Date : 1995
Analysis Of Multilevel Graph Partitioning written by George Karypis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Graphic methods categories.
Parallel Multilevel Graph Partitioning
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Author : George Karypis
language : en
Publisher:
Release Date : 1995
Parallel Multilevel Graph Partitioning written by George Karypis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Parallel processing (Electronic computers) categories.
Multilevel Graph Partitioning Schemes
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Author : George Karypis
language : en
Publisher:
Release Date : 1996
Multilevel Graph Partitioning Schemes written by George Karypis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Graphic methods categories.
Multilevel Algorithms For Partitioning Power Law Graphs
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Author :
language : en
Publisher:
Release Date : 2005
Multilevel Algorithms For Partitioning Power Law Graphs written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005 with categories.
Graph partitioning is an enabling technology for parallel processing as it allows for the effective decomposition of unstructured computations whose data dependencies correspond to a large sparse and irregular graph. Even though the problem of computing high-quality partitionings of graphs arising in scientific computations is to a large extent well understood, this is far from being true for emerging HPC applications whose underlying computation involves graphs whose degree distribution follows a power-law curve. This paper presents new multilevel graph partitioning algorithms that are specifically designed for partitioning such graphs. It presents new clustering-based coarsening schemes that identify and collapse together groups of vertices that are highly connected. An experimental evaluation of these schemes on 10 different graphs show that the proposed algorithms consistently and significantly.
Graph Partitioning And Its Applications To Scientific Computing
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Author : George Karypis
language : en
Publisher:
Release Date : 1996
Graph Partitioning And Its Applications To Scientific Computing written by George Karypis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with categories.
Graph Partitioning
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Author : Charles-Edmond Bichot
language : en
Publisher: John Wiley & Sons
Release Date : 2013-01-24
Graph Partitioning written by Charles-Edmond Bichot and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-01-24 with Computers categories.
Graph partitioning is a theoretical subject with applications in many areas, principally: numerical analysis, programs mapping onto parallel architectures, image segmentation, VLSI design. During the last 40 years, the literature has strongly increased and big improvements have been made. This book brings together the knowledge accumulated during many years to extract both theoretical foundations of graph partitioning and its main applications.
Star Partitioning
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Author : Nikolai Maas
language : en
Publisher:
Release Date : 2023*
Star Partitioning written by Nikolai Maas and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023* with categories.
Multi Level Spectral K Way Graph Partitioning
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Author : Jason Y. Zien
language : en
Publisher:
Release Date : 1997
Multi Level Spectral K Way Graph Partitioning written by Jason Y. Zien and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1997 with Graph theory categories.
Multilevel Algorithms For Multi Constraint Graph Partitioning
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Author : George Karypis
language : en
Publisher:
Release Date : 1998
Multilevel Algorithms For Multi Constraint Graph Partitioning written by George Karypis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with categories.