Scheduling DAGs on heterogeneous multiprocessor systems to minimize finish time

被引:0
|
作者
Baskiyar, S [1 ]
SaiRanga, PC [1 ]
机构
[1] Auburn Univ, Dept Comp Sci & Software Engn, Auburn, AL 36849 USA
关键词
DAG scheduling; task graphs; heterogeneous computing; list scheduling; makespan;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A network of heterogeneous workstations is an efficient, cost-effective alternative to parallel supercomputers. We present a non-preemptive heuristic algorithm called. Heterogeneous Critical Node First (HCNF) that statically schedules directed a-cyclic task graphs on heterogeneous multiprocessor systems with an objective of minimizing the finish time. Using simulations on randomly generated graphs as well as real applications we show that HCNF outperforms HEFT significantly in schedule length ratio, speedup and efficiency.
引用
下载
收藏
页码:30 / 35
页数:6
相关论文
共 50 条
  • [21] Dynamic task scheduling modeling in unstructured heterogeneous multiprocessor systems
    Tabatabaee, Hamid
    Akbarzadeh-T, Mohammad Reza
    Pariz, Naser
    JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2014, 15 (06): : 423 - 434
  • [22] Process scheduling in Heterogeneous Multiprocessor systems Using task Duplication
    Chaudhuri, Pranay
    Elcock, Jeffrey
    INTERNATIONAL JOURNAL OF BUSINESS DATA COMMUNICATIONS AND NETWORKING, 2010, 6 (01) : 58 - 69
  • [23] A hybrid algorithm for task scheduling on heterogeneous multiprocessor embedded systems
    Taheri, Golnaz
    Khonsari, Ahmad
    Entezari-Maleki, Reza
    Sousa, Leonel
    APPLIED SOFT COMPUTING, 2020, 91
  • [24] Real-time task scheduling in heterogeneous multiprocessor systems using artificial bee colony
    Shokouhifar, Mohammad
    Jalali, Ali
    2014 22ND IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2014, : 1007 - 1012
  • [25] Ant Colony Optimization for Mapping and Scheduling in Heterogeneous Multiprocessor Systems
    Tumeo, Antonino
    Pilato, Christian
    Ferrandi, Fabrizio
    Sciuto, Donatella
    Lanzi, Pier Luca
    2008 INTERNATIONAL CONFERENCE ON EMBEDDED COMPUTER SYSTEMS: ARCHITECTURES, MODELING AND SIMULATION, PROCEEDINGS, 2008, : 142 - 149
  • [26] LOWER BOUNDS AND EFFICIENT ALGORITHMS FOR MULTIPROCESSOR SCHEDULING OF DAGS WITH COMMUNICATION DELAYS
    JUNG, H
    KIROUSIS, L
    SPIRAKIS, P
    SPAA 89: PROCEEDINGS OF THE 1989 ACM SYMPOSIUM ON PARALLEL ALGORITHMS AND ARCHITECTURES, 1989, : 254 - 264
  • [27] Scheduling algorithms for multiprocessor real-time systems
    Zhang, LC
    Huang, JW
    Zheng, Y
    ICICS - PROCEEDINGS OF 1997 INTERNATIONAL CONFERENCE ON INFORMATION, COMMUNICATIONS AND SIGNAL PROCESSING, VOLS 1-3: THEME: TRENDS IN INFORMATION SYSTEMS ENGINEERING AND WIRELESS MULTIMEDIA COMMUNICATIONS, 1997, : 1470 - 1474
  • [28] A Survey of Real-Time Scheduling on Multiprocessor Systems
    Sun, Zhenyu
    Guo, Mengying
    Liu, Xingwu
    THEORETICAL COMPUTER SCIENCE, NCTCS 2021, 2021, 1494 : 89 - 118
  • [29] An Approximation Scheme for Energy-Efficient Scheduling of Real-Time Tasks in Heterogeneous Multiprocessor Systems
    Yang, Chuan-Yue
    Chen, Jian-Jia
    Kuo, Tei-Wei
    Thiele, Lothar
    DATE: 2009 DESIGN, AUTOMATION & TEST IN EUROPE CONFERENCE & EXHIBITION, VOLS 1-3, 2009, : 694 - +
  • [30] Reliability Inherent in Heterogeneous Multiprocessor Systems and Task Scheduling for Ameliorating Their Reliability
    Sugihara, Makoto
    IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2009, E92A (04) : 1121 - 1128