Please use this identifier to cite or link to this item:
http://localhost:80/xmlui/handle/123456789/19031
Title: | HYBRID JAVA PARALLELIZER: A FRAMEWORK FOR PARALLELIZATION OF JAVA CODE |
Authors: | A. Iqbal M.A. Khan |
Keywords: | Code Parallelization Java Programming Multi-threading Parallel Programming Software Development |
Issue Date: | 12-Dec-2017 |
Publisher: | Lahore: Pakistan Association for the Advancement of Science |
Citation: | Iqbal, A. (2017). HYBRID JAVA PARALLELIZER: A FRAMEWORK FOR PARALLELIZATION OF JAVA CODE. Pakistan Journal of Science, 69(4). |
Abstract: | An enormous effort had been placed for converting sequential code to parallel in an automated way. In this regard, the frameworks like JOMP and JaMP, were proposed to facilitate Java programmers for parallelization of code. However, the programmer was still bound to provide directives to the compiler about possibly parallel portion of code and architectural specification in some predefined format. Moreover, these frameworks required source code as input, thereby constraining performance improvement subject to the availability of the source code. This paper proposed a framework called Hybrid Java Parallelizer (HJP) which was aimed at performance improvement through parallelization of Java code. It did not require source code for parallelization and was able to create threads according to the available cores. Experimentation was performed on the well-known matrix multiplication benchmark. Results showed that HJP achieved average speed-ups of 6.99, 3.54, and 6.98 times on machines having Intel Corei7, Core i5, and Xeon based processors, respectively. |
URI: | http://142.54.178.187:9060/xmlui/handle/123456789/19031 |
ISSN: | 0030-9877 |
Appears in Collections: | Issue 04 |
Files in This Item:
File | Description | Size | Format | |
---|---|---|---|---|
PJS-305-5570.htm | 120 B | HTML | View/Open |
Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.