Title :
A parallel single-source shortest path algorithm based on bucket structure
Author :
Qingxia Li ; Wenhong Wei
Author_Institution :
Dept. of Comput., City Coll. of Dongguan Univ. of Technol., Dongguan, China
Abstract :
This paper focuses on the proposed bucket structure, using communication mechanisms and data structures of Parallel Boost Graph Library and parallel algorithm design method, to propose a parallel single-source shortest path algorithm based on bucket structure. In this algorithm, bucket structure is designed by bucket width parameter, the storage structure is designed by graph partition, information packets are transmitted by asynchronous parallel communication strategy, which makes our algorithm has good parallel speedup ratio and scalability in solving all the single-source shortest path problems. At last the conclusions are verified by experiments.
Keywords :
data structures; graph theory; parallel algorithms; asynchronous parallel communication strategy; bucket structure design; data structures; graph partition; information packets; parallel algorithm design method; parallel boost graph library; parallel single-source shortest path algorithm; parallel speedup ratio; storage structure; Algorithm design and analysis; Arrays; Libraries; Partitioning algorithms; Process control; Synchronization; Bucket Structure; Parallel Algorithm; Single-Source Shortest Path;
Conference_Titel :
Control and Decision Conference (CCDC), 2013 25th Chinese
Conference_Location :
Guiyang
Print_ISBN :
978-1-4673-5533-9
DOI :
10.1109/CCDC.2013.6561544