Implementation and evaluation of parallel edge detector on cluster of workstations using MPI

被引：0
|
作者：
Patel, N [1 ]
Mahgoub, IO [1 ]
机构：
[1] Florida Atlantic Univ, Dept Comp Sci & Engn, Boca Raton, FL 33431 USA
来源：
10TH INTERNATIONAL CONFERENCE ON COMPUTER APPLICATIONS IN INDUSTRY AND ENGINEERING | 1997年
关键词：
image processing; MPI; edge detector; parallel computing; load balancing;
D O I：
暂无
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
Many image processing applications can exploit high degree of data locality and parallelism to improve performance. Customized massively parallel computing hardware provides the most efficient implementation as far as performance is concerned but ore the other hand the cost of such implementations is very high. Now-a-days high bandwidth networks with high performance workstations is becoming economical and are widely available. Hence, better performance-to-cost ratio cars be achieved by implementing message-passing paradigm of parallel processing. In this paper we develop parallel edge detector that runs on a cluster of workstations and then investigate the performance of this application in terms of execution lime, speedup and efficiency for tasks with different computational intensities. Effects of the sequential I/O component and load balancing are also discussed.
引用
收藏
页码：102 / 105
页数：4
相关论文
共 50 条
  • [1] Implementation and performance evaluation of parallel computations by using cluster of networked workstations
    Wang, H
    Prabhu, GM
    Takle, ES
    Shen, J
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED PROCESSING TECHNIQUES AND APPLICATIONS, VOLS I-V, 2000, : 2007 - 2013
  • [2] Implementation of parallel and distributed genetic algorithms by using MPI on network of workstations
    Xiong, SW
    Chu, WJ
    Guo, JL
    COMPUTER SCIENCE AND TECHNOLOGY IN NEW CENTURY, 2001, : 449 - 453
  • [3] Implementation of Parallel Algorithms on Cluster of Workstations
    Shrimankar, D. D.
    Sathe, S. R.
    2012 2ND IEEE INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (PDGC), 2012, : 126 - 131
  • [4] A parallel implementation of fault simulation on a cluster of workstations
    Han, Kyunghwan
    Lee, Soo-Young
    2008 IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL & DISTRIBUTED PROCESSING, VOLS 1-8, 2008, : 2977 - 2984
  • [5] A parallel implementation of GESPP on a cluster of silicon graphics workstations
    Al-Towaiq, M
    Al-Aamri, H
    NINTH INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED SYSTEMS, PROCEEDINGS, 2002, : 226 - 230
  • [6] An implementation of high performance Web-Based GIS on parallel cluster using MPI
    Sansrimahachai, W
    Chalermwat, P
    PDPTA '05: Proceedings of the 2005 International Conference on Parallel and Distributed Processing Techniques and Applications, Vols 1-3, 2005, : 284 - 289
  • [7] Implementation of a parallel image low-pass filter using message passing in a cluster of workstations
    Goes, LFW
    Ramos, LES
    Martins, CAPS
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IX, PROCEEDINGS: IMAGE, ACOUSTIC, SPEECH AND SIGNAL PROCESSING II, 2002, : 240 - 245
  • [8] Parallel Implementation of MPEG-4 Encoding over a Cluster of Workstations
    Karthik, Sankar R.
    Shivsubramani, K. Moorthy
    Soman, K. P.
    ADVANCES IN SYSTEMS, COMPUTING SCIENCES AND SOFTWARE ENGINEERING, 2006, : 77 - +
  • [9] Parallel processing of olap queries using a cluster of workstations
    Dehuri, S.
    Mall, R.
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2007, 6 (02) : 279 - 299
  • [10] A Parallel Implementation of FANO using OpenMP and MPI
    Krastev, Plamen
    Reuther, Albert
    Byun, Chansup
    Chrisp, Michael
    2018 IEEE HIGH PERFORMANCE EXTREME COMPUTING CONFERENCE (HPEC), 2018,
12345