Harmony Search for Self-configuration of Fault-Tolerant and Intelligent Grids

被引：1
|
作者：
Balicki, Jerzy [1 ]
Korlub, Waldemar [2 ]
Paluszak, Jacek [2 ]
Tyszka, Maciej [2 ]
机构：
[1] Warsaw Univ Technol, Fac Math & Informat Sci, Koszykowa St 75, PL-00662 Warsaw, Poland
[2] Gdansk Univ Technol, Fac Telecommun Elect & Informat, Narutowicza St 11-12, PL-80233 Gdansk, Poland
来源：
COMPUTER INFORMATION SYSTEMS AND INDUSTRIAL MANAGEMENT, CISIM 2016 | 2016年 / 9842卷
关键词：
EVOLUTIONARY ALGORITHM; TASK-ALLOCATION; RELIABILITY; ASSIGNMENT;
D O I：
10.1007/978-3-319-45378-1_50
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, harmony search algorithms have been proposed to self-configuration of intelligent grids for big data processing. Self-configuration of computer grids lies in the fact that new computer nodes are automatically configured by software agents and then integrated into the grid. A base node works due to several configuration parameters that define some aspects of data communications and energy power consumption. We propose some optimization agents that are based on harmony search to find a suboptimal configuration of fault-tolerant grids processing big data. Criteria such as probability that all tasks meet their deadlines and also a reliability of grid are considered. Finally, some experimental results have been considered.
引用
收藏
页码：566 / 576
页数：11
相关论文
共 50 条
  • [1] Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data
    Balicki, Jerzy
    Korlub, Waldemar
    Tyszka, Maciej
    [J]. ADVANCED AND INTELLIGENT COMPUTATIONS IN DIAGNOSIS AND CONTROL, 2016, 386 : 411 - 424
  • [2] Request Batching Self-Configuration in Byzantine Fault-Tolerant Replication
    de Sa, Alirio Santos
    Silva Freitas, Allan Edgard
    de Araujo Macedo, Raimundo Jose
    [J]. 2012 BRAZILIAN SYMPOSIUM ON COMPUTING SYSTEM ENGINEERING (SBESC 2012), 2012, : 125 - 130
  • [3] A trustworthy, fault-tolerant and scalable self-configuration algorithm for Organic Computing systems
    Msadek, Nizar
    Kiefhaber, Rolf
    Ungerer, Theo
    [J]. JOURNAL OF SYSTEMS ARCHITECTURE, 2015, 61 (10) : 511 - 519
  • [4] Fault-tolerant priority configuration mixed search algorithm
    Li, Jun
    Cao, Wanhua
    Yang, Fumin
    Tu, Gang
    Lu, Yansheng
    Luo, Wei
    [J]. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2007, 44 (11): : 1912 - 1919
  • [5] Self-Configuration and Administration of Wireless Grids
    Agarwal, Ashish
    Gupta, Amar
    [J]. INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING, 2009, 1 (03) : 37 - 51
  • [6] Fault-tolerant static scheduling for grids
    Fechner, Bernhard
    Hoenig, Udo
    Keller, Joerg
    Schiffmann, Wolfram
    [J]. 2008 IEEE INTERNATIONAL SYMPOSIUM ON PARALLEL & DISTRIBUTED PROCESSING, VOLS 1-8, 2008, : 322 - +
  • [7] FAULT-TOLERANT CONTROL STRATEGY CONFIGURATION
    RAMMLER, R
    [J]. CONTROL ENGINEERING, 1984, 31 (07) : 98 - 98
  • [8] Fault-tolerant control and intelligent instrumentation
    Tortora, G
    [J]. COMPUTING & CONTROL ENGINEERING JOURNAL, 2002, 13 (05): : 259 - 262
  • [9] A fault-tolerant scheduling system for computational grids
    Amoon, Mohammed
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2012, 38 (02) : 399 - 412
  • [10] A Programmable Configuration Controller for Fault-Tolerant Applications
    Gong, Lingkan
    Wu, Tong
    Nguyen, Nguyen T. H.
    Agiakatsikas, Dimitris
    Zhao, Zhuoran
    Cetint, Ediz
    Diessel, Oliver
    [J]. 2016 INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE TECHNOLOGY (FPT), 2016, : 117 - 124
12345