Distributed sequential computing using mobile code: Moving computation to data

被引:0
|
作者
Pan, L [1 ]
Bic, LF [1 ]
Dillencourt, MB [1 ]
机构
[1] Univ Calif Irvine, Irvine, CA 92697 USA
关键词
autonomous mobile agents; MESSENGERS; Network of Workstations; distributed computing; distributed sequential computing; matrix operations; numerical solution of linear system of equations; Gauss-Seidel iteration; Crout factorization;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Sequential computations can benefit from a distributed environment consisting of a network of workstations through the use of a mobile agent system. We found significant performance improvement when sequential algorithms for solving large industrial problems are implemented using mobile agents. This is because raw data is distributed so that the cost of disk paging is completely eliminated, and a principle of "code moving to data" is followed to achieve efficient communication through the network. We argue that mobile agent systems provide a new level of abstraction in which application programming is made easier because the sequential algorithms remain essentially unchanged in mobile agent code.
引用
收藏
页码:77 / 84
页数:8
相关论文
共 50 条
  • [21] Cloud Computing Security Enhancement by Using Mobile PIN Code
    Alhadidi, Basim
    Arabeyat, Zahraa
    Alzyoud, Fesal
    Alkhwaldeh, Ali
    JOURNAL OF COMPUTERS, 2016, 11 (03) : 225 - 231
  • [22] Online Learning for Distributed Computation Offloading in Wireless Powered Mobile Edge Computing Networks
    Wang, Xiaojie
    Ning, Zhaolong
    Guo, Lei
    Guo, Song
    Gao, Xinbo
    Wang, Guoyin
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2022, 33 (08) : 1841 - 1855
  • [23] Multi-Layer Computation Offloading in Distributed Heterogeneous Mobile Edge Computing Networks
    Wang, Pengfei
    Di, Boya
    Song, Lingyang
    Jennings, Nicholas R.
    IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2022, 8 (02) : 1301 - 1315
  • [24] Distributed Computation Offloading and Power Allocation for Wireless Virtualization Aided Mobile Edge Computing
    Cheng, Yulun
    Yang, Longxiang
    Zhu, Hongbo
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND APPLICATION ENGINEERING (CSAE2018), 2018,
  • [25] MAGA: A Mobility-Aware Computation Offloading Decision for Distributed Mobile Cloud Computing
    Shi, Yan
    Chen, Shanzhi
    Xu, Xiang
    IEEE INTERNET OF THINGS JOURNAL, 2018, 5 (01): : 164 - 174
  • [26] Optimizing index allocation for sequential data broadcasting in wireless mobile computing
    Chen, MS
    Wu, KL
    Yu, PS
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2003, 15 (01) : 161 - 173
  • [27] Multiuser Computation Offloading for Long-Term Sequential Tasks in Mobile Edge Computing Environments
    Xu, Huanhuan
    Zhou, Jingya
    Wei, Wenqi
    Cheng, Baolei
    TSINGHUA SCIENCE AND TECHNOLOGY, 2023, 28 (01): : 93 - 104
  • [28] Distributed computing in mobile environments
    Badrinath, B.R.
    Computers and Graphics (Pergamon), 1996, 20 (05): : 615 - 617
  • [29] Distributed computing in mobile environments
    Badrinath, BR
    COMPUTERS & GRAPHICS, 1996, 20 (05) : 615 - 617
  • [30] Distributed and mobile spatial computing
    Laube, P.
    Duckham, M.
    Croitoru, A.
    COMPUTERS ENVIRONMENT AND URBAN SYSTEMS, 2009, 33 (02) : 77 - 78