Performance Analysis of Alternative Open Source Parallel Computing Approach to OpenMP on Multicore Processors

被引：0

作者：

Chickerur, Satyadhyan ^{[1
]}

Rayudu, Dadi Mohan Krishna ^{[2
]}

Hiriyannaiah, Srinidhi ^{[2
]}

Shabalina, Olga ^{[3
]}

机构：

[1] BV Bhoomaraddi Coll Engn & Technol, Ctr High Performance Comp, Hubli, India

[2] IBM ISL, Bangalore, Karnataka, India

[3] Volgograd State Tech Univ, Comp Aided Design Dept, Volgograd, Russia

来源：

KNOWLEDGE-BASED SOFTWARE ENGINEERING, JCKBSE 2014 | 2014年 / 466卷

关键词：

Parallel programming; Clang; OpenMP; Grand Central Dispatch;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this era of evolving computing field, parallel computing is one of the fastest changing fields. There have been numerous researches made and still the research is going on in the areas of data decomposition, parallel algorithms to get more performance through parallelism. In this paper we have achieved parallelism by using an open source made available with the name libdispatch (implementation of Grand Central Dispatch Services). This package has been ported to the FreeBSD, however this can also be used under open source environment. In this paper we have experimented with matrix multiplication in sequential and parallel programs. The categories of experimentation done are: Sequential Programming with GCC and Clang; Parallel programming with OpenMP and clang with dispatcher. Better performance has been observed in Clang for both sequential and parallel computations

引用

页码：466 / 476

页数：11

共 50 条

[31] Parallel program performance evaluation and their behavior analysis on an OpenMP cluster
Cai, F
Wu, SG
Zhang, LB
Tang, ZM
2004 IEEE INTERNATIONAL SYMPOSIUM ON CLUSTER COMPUTING AND THE GRID - CCGRID 2004, 2004, : 508 - 514
[32] OpenMP Parallel Optimal Path Algorithm and Its Performance Analysis
Cao, Han
Wang, Fei
Fang, Xin
Tu, Hong-lei
Shi, Jun
2009 WRI WORLD CONGRESS ON SOFTWARE ENGINEERING, VOL 1, PROCEEDINGS, 2009, : 61 - +
[33] Parallel computing of three-dimensional discontinuous deformation analysis based on OpenMP
Peng, Xinyan
Chen, Guangqi
Yu, Pengcheng
Zhang, Yingbin
Guo, Longxiao
Wang, Cungen
Cheng, Xiao
Niu, Hui
COMPUTERS AND GEOTECHNICS, 2019, 106 : 304 - 313
[34] High performance computing using MPI and OpenMP on multi-core parallel systems
Jin, Haoqiang
Jespersen, Dennis
Mehrotra, Piyush
Biswas, Rupak
Huang, Lei
Chapman, Barbara
PARALLEL COMPUTING, 2011, 37 (09) : 562 - 575
[35] Applying interposition techniques for performance analysis of OPENMP parallel applications
Gonzalez, Marc, 2000, IEEE, United States
[36] Parallel Computing of CG using an Open Source Windows Grid
Tanaka, Kenichi
Uehara, Minoru
Mori, Hideki
2008 22ND INTERNATIONAL WORKSHOPS ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS, VOLS 1-3, 2008, : 173 - 180
[37] Performance Analysis of the Kahan-Enhanced Scalar Product on Current Multicore Processors
Hofmann, Johannes
Fey, Dietmar
Riedmann, Michael
Eitzinger, Jan
Hager, Georg
Wellein, Gerhard
PARALLEL PROCESSING AND APPLIED MATHEMATICS, PPAM 2015, PT I, 2016, 9573 : 63 - 73
[38] On Performance Debugging of Unnecessary Lock Contentions on Multicore Processors: A Replay-based Approach
Zheng, Long
Liao, Xiaofei
He, Bingsheng
Wu, Song
Jin, Hai
2015 IEEE/ACM INTERNATIONAL SYMPOSIUM ON CODE GENERATION AND OPTIMIZATION (CGO), 2015, : 56 - 67
[39] A Performance Analysis of OpenStack Open-Source Solution for IaaS Cloud Computing
Vo Nhan Van
Le Minh Chi
Nguyen Quoc Long
Gia Nhu Nguyen
Dac-Nhuong Le
PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION TECHNOLOGIES, IC3T 2015, VOL 2, 2016, 380 : 141 - 150
[40] Predicting Cross-Core Performance Interference on Multicore Processors with Regression Analysis
Zhao, Jiacheng
Cui, Huimin
Xue, Jingling
Feng, Xiaobing
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2016, 27 (05) : 1443 - 1456

← 1 2 3 4 5 →