DocumentCode :
1869172
Title :
A novel approach for indexing Arabic documents through GPU computing
Author :
Sophoclis, Nermine N. ; Abdeen, M. ; El-Horbaty, El-Sayed M. ; Yagoub, M.
Author_Institution :
Ain Shams Univ., Cairo, Egypt
fYear :
2012
fDate :
April 29 2012-May 2 2012
Firstpage :
1
Lastpage :
4
Abstract :
In contrast to English search engines, Arabic search engines did not have their fair share in modern studies despite the continuous growth of Arabic Internet users and data. Towards bridging the gap, this paper presents a novel indexing algorithm customized for Arabic documents. Our algorithm exploits the characteristics of the Arabic language to enhance indexing and lookup. Additionally, the algorithm utilizes the highly parallel architecture of the graphics processing unit to speed-up the indexing. Finally, we discuss some of the synchronization challenges we faced and the techniques we used to overcome them. The preliminary tests of our GPU-accelerated Arabic indexer show promising speed-up factors.
Keywords :
Internet; graphics processing units; indexing; natural language processing; search engines; synchronisation; text analysis; Arabic Internet data; Arabic Internet users; Arabic document indexing; Arabic language characteristics; Arabic search engine; GPU computing; GPU-accelerated Arabic indexer; graphics processing unit; indexing algorithm; indexing enhancement; indexing speed-up; lookup enhancement; parallel architecture; synchronization challenge; Graphics processing unit; Indexing; Internet; Kernel; Search engines; Synchronization; Arabic Indexer; Distributed/Parallel Information Retrieval; GPGPU; GPU synchronization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electrical & Computer Engineering (CCECE), 2012 25th IEEE Canadian Conference on
Conference_Location :
Montreal, QC
ISSN :
0840-7789
Print_ISBN :
978-1-4673-1431-2
Electronic_ISBN :
0840-7789
Type :
conf
DOI :
10.1109/CCECE.2012.6334963
Filename :
6334963
Link To Document :
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