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2013 National Conference on Parallel Computing Technologies (PARCOMPTECH) (2013)
Bangalore, India
Feb. 21, 2013 to Feb. 23, 2013
ISBN: 978-1-4799-1589-7
pp: 1-6
Anuradha Tomar , Centre for Development of Advanced Computing, Pune, India
Jahnavi Bodhankar , Centre for Development of Advanced Computing, Pune, India
Pavan Kurariya , Centre for Development of Advanced Computing, Pune, India
Pramod Anarase , Centre for Development of Advanced Computing, Pune, India
Priyanka Jain , Centre for Development of Advanced Computing, Pune, India
Anuradha Lele , Centre for Development of Advanced Computing, Pune, India
Hemant Darbari , Centre for Development of Advanced Computing, Pune, India
Virendrakumar C. Bhavsar , Faculty of Computer Science, University of New Brunswick, Fredericton, Canada
ABSTRACT
The main objective of this paper is to introduce a high performance natural language processing (NLP) service to fulfill the needs of researchers and users in the area of natural language computing. We consider various NLP components developed at Applied Artificial Group of C-DAC Pune, and carry out parallelization on the GARUDA grid. We demonstrate that almost linear speedup is achieved with good efficiencies. With 32 processors, we have achieved a speedup of more than 19. This allows us to offer high performance scalable NLP Web services. Further, the GARUDA grid offers high availability.
INDEX TERMS
GARUDA, natural language processing, parallel processing, computational complexity, linguistic complexity, NLP Framework, machine translation, MPJ Express, computational grid, high performance computing
CITATION
Anuradha Tomar, Jahnavi Bodhankar, Pavan Kurariya, Pramod Anarase, Priyanka Jain, Anuradha Lele, Hemant Darbari, Virendrakumar C. Bhavsar, "High performance natural language processing services on the GARUDA grid", 2013 National Conference on Parallel Computing Technologies (PARCOMPTECH), vol. 00, no. , pp. 1-6, 2013, doi:10.1109/ParCompTech.2013.6621407
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