Performance of shortest path algorithm based on parallel vertex traversal

Shortest path algorithms for different applications, such as Internet routing, VLSI design and so on are used. Dijkstra and Bellman-Ford are commonly used shortest path algorithms which are typically implemented in networks with hundreds of nodes. However, scale of shortest path problems is...

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Main Authors: Vesović Mihailo, Smiljanić Aleksandra, Kostić Dušan
Format: Article
Language:English
Published: Faculty of Technical Sciences in Cacak 2016-01-01
Series:Serbian Journal of Electrical Engineering
Subjects:
Online Access:http://www.doiserbia.nb.rs/img/doi/1451-4869/2016/1451-48691601031V.pdf
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author Vesović Mihailo
Smiljanić Aleksandra
Kostić Dušan
author_facet Vesović Mihailo
Smiljanić Aleksandra
Kostić Dušan
author_sort Vesović Mihailo
collection DOAJ
description Shortest path algorithms for different applications, such as Internet routing, VLSI design and so on are used. Dijkstra and Bellman-Ford are commonly used shortest path algorithms which are typically implemented in networks with hundreds of nodes. However, scale of shortest path problems is increasing, and more efficient algorithms are needed. With the development of multicore processors, one natural way to speedup shortest path algorithms is through parallelization. In this paper, we propose a novel shortest path algorithm with parallel vertex transversal, and compare its speed with standard solutions in datacenter topologies.
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spelling doaj.art-91ada6114a6e418e98d2305d8efe15ab2022-12-22T01:31:32ZengFaculty of Technical Sciences in CacakSerbian Journal of Electrical Engineering1451-48692217-71832016-01-01131314310.2298/SJEE1601031V1451-48691601031VPerformance of shortest path algorithm based on parallel vertex traversalVesović Mihailo0Smiljanić Aleksandra1Kostić Dušan2School of Electrical Engineering, BelgradeSchool of Electrical Engineering, BelgradeSchool of Electrical Engineering, BelgradeShortest path algorithms for different applications, such as Internet routing, VLSI design and so on are used. Dijkstra and Bellman-Ford are commonly used shortest path algorithms which are typically implemented in networks with hundreds of nodes. However, scale of shortest path problems is increasing, and more efficient algorithms are needed. With the development of multicore processors, one natural way to speedup shortest path algorithms is through parallelization. In this paper, we propose a novel shortest path algorithm with parallel vertex transversal, and compare its speed with standard solutions in datacenter topologies.http://www.doiserbia.nb.rs/img/doi/1451-4869/2016/1451-48691601031V.pdfparallelizationshortest path algorithmssingle source shortest pathBellman-FordDijkstra
spellingShingle Vesović Mihailo
Smiljanić Aleksandra
Kostić Dušan
Performance of shortest path algorithm based on parallel vertex traversal
Serbian Journal of Electrical Engineering
parallelization
shortest path algorithms
single source shortest path
Bellman-Ford
Dijkstra
title Performance of shortest path algorithm based on parallel vertex traversal
title_full Performance of shortest path algorithm based on parallel vertex traversal
title_fullStr Performance of shortest path algorithm based on parallel vertex traversal
title_full_unstemmed Performance of shortest path algorithm based on parallel vertex traversal
title_short Performance of shortest path algorithm based on parallel vertex traversal
title_sort performance of shortest path algorithm based on parallel vertex traversal
topic parallelization
shortest path algorithms
single source shortest path
Bellman-Ford
Dijkstra
url http://www.doiserbia.nb.rs/img/doi/1451-4869/2016/1451-48691601031V.pdf
work_keys_str_mv AT vesovicmihailo performanceofshortestpathalgorithmbasedonparallelvertextraversal
AT smiljanicaleksandra performanceofshortestpathalgorithmbasedonparallelvertextraversal
AT kosticdusan performanceofshortestpathalgorithmbasedonparallelvertextraversal