Document classification in parallel environments using Java bindings in open MPI

Subhi Abdul-rahim Bahudaila; Waddah Ahmed Munasser

Article Details

Document classification in parallel environments using Java bindings in open MPI

Authors:

Subhi Abdul-rahim Bahudaila | Waddah Ahmed Munasser

Publisher:

University of Aden

Main Topics:

Vectoring classification

Journal:

University of Aden Journal of Natural and Applied Sciences Vol.21 Issue 2, pp.299-309

Document Type:

Article

Publication Date:

8/2017

Document Language:

English

Document ID (Org No.):

2001534941

pISSN:

2788-9327

Keywords:

Abstract:

 This paper describes the high performance computing (HPC) of document search engines that are vectorizing each classified document. The parallelization is achieved by exploiting the parallel and distributed computing environments of collective multiple processes that are implemented by using Java message passing interface (MPI) bindings of openMPI. A parallelism model of manager/worker is implemented for obtaining the load balancing, as well as the analysis and benchmarking are achieved in our parallelism profiling model that is designed for the implementation. Two output of the experimental results are shown: the parallel processing performance with the efficiency of 80%, and the profiling results that show the utilizations and overheads in our parallelism model.

Article Details

Document classification in parallel environments using Java bindings in open MPI

Authors:

Subhi Abdul-rahim Bahudaila | Waddah Ahmed Munasser

Publisher:

University of Aden

Main Topics:

Vectoring classification

Journal:

University of Aden Journal of Natural and Applied Sciences Vol.21 Issue 2, pp.299-309

Document Type:

Article

Publication Date:

8/2017

Document Language:

English

Document ID (Org No.):

2001534941

pISSN:

2788-9327

Java MPI bindings

Load-Balancing

Manager/Worker-style

Profiling parallelism

Vectoring classification

Issues

Article Details

Document classification in parallel environments using Java bindings in open MPI

Authors: Subhi Abdul-rahim Bahudaila | Waddah Ahmed Munasser

Publisher: University of Aden

Main Topics: Vectoring classification

Journal: University of Aden Journal of Natural and Applied Sciences Vol.21 Issue 2, pp.299-309

Document Type: Article

Publication Date: 8/2017

Document Language: English

Document ID (Org No.): 2001534941

pISSN: 2788-9327

Java MPI bindings

Load-Balancing

Manager/Worker-style

Profiling parallelism

Vectoring classification

Issues

Authors:

Subhi Abdul-rahim Bahudaila | Waddah Ahmed Munasser

Publisher:

University of Aden

Main Topics:

Vectoring classification

Journal:

University of Aden Journal of Natural and Applied Sciences Vol.21 Issue 2, pp.299-309

Document Type:

Article

Publication Date:

8/2017

Document Language:

English

Document ID (Org No.):

2001534941

pISSN:

2788-9327