DocumentCode :
2160938
Title :
GRU: Efficient reachability answering for large graphs using united interval labeling
Author :
Hasanzadeh, Fahimeh ; Naghibzadeh, Mahmoud
Author_Institution :
Dept. of Comput. Eng., Azad Univ. of Mashhad, Mashhad, Iran
fYear :
2013
fDate :
22-23 Feb. 2013
Firstpage :
1011
Lastpage :
1017
Abstract :
The issue in reachability problem of graph G = (V, E) is whether there is a path between two given nodes or not. This problem plays a key role in areas such as Bioinformatics, Semantic Web, Computer Networks and Social Networks, which have very large graph-structured data. Also, the reachability problem is employed considerably in the graph management and graph algorithms. In this paper, we propose a novel labeling approach for large directed graphs. Our presented method is called GRU (Graph Reachability indexing using United intervals), that can answer reachability queries in constant time even for large graphs. The significant point in this approach is that all the reachability information is computed after indexing time. In addition, this computation is performed only with one time DFS (post-order) traverse and labels are calculated precisely and stored in an efficient way. Analytical and experimental results reveal that effectiveness of our method is more than other interval labeling methods. Furthermore, our approach results show improvement in query time in comparison with GRAIL, which is only a scalable index for reachability queries.
Keywords :
data handling; directed graphs; query processing; reachability analysis; GRU method; bioinformatics; computer networks; directed graph; graph algorithm; graph management; graph reachability indexing using united intervals; graph reachability problem; reachability answering; reachability query; semantic Web; social networks; Indexing; Labeling; Optimization; Time complexity; Vectors; Vegetation; DAG; Efficient query answering; GRU; Graph indexing; Interval labeling; Reachability query;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advance Computing Conference (IACC), 2013 IEEE 3rd International
Conference_Location :
Ghaziabad
Print_ISBN :
978-1-4673-4527-9
Type :
conf
DOI :
10.1109/IAdCC.2013.6514365
Filename :
6514365
Link To Document :
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