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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: 1-5
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
In this paper we consider a machine translation (MT) system based on the tree adjoining grammar (TAG) formalism. We have successfully carried out sentence level parallelization and its parallel implementations on a multicore machine with varying number of cores and a computing cluster with multicore nodes. Since our code is in Java, we use MPJ Express for parallel implementations. We have carried out experiments with these parallel implementations and their performance is analysed.
INDEX TERMS
MPJ Express, Message Passing Interface, Parallel processing, Natural Language Processing, Machine Translation
CITATION
Anuradha Tomar, Jahnavi Bodhankar, Pavan Kurariya, Pramod Anarase, Priyanka Jain, Anuradha Lele, Hemant Darbari, Virendrakumar C. Bhavsar, "Parallel implementation of machine translation using MPJ Express", 2013 National Conference on Parallel Computing Technologies (PARCOMPTECH), vol. 00, no. , pp. 1-5, 2013, doi:10.1109/ParCompTech.2013.6621391
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