Harmony Search to Self-Configuration of Fault-Tolerant Grids for Big Data

被引：1
作者：
Balicki, Jerzy [1 ]
Korlub, Waldemar [1 ]
Tyszka, Maciej [1 ]
机构：
[1] Gdansk Univ Technol, Fac Telecommun Elect & Informat, Narutowicza 11-12, PL-80233 Gdansk, Poland
来源：
ADVANCED AND INTELLIGENT COMPUTATIONS IN DIAGNOSIS AND CONTROL | 2016年 / 386卷
关键词：
Harmony search; Self-configuration; Distributed systems; Fault-tolerant grids; Big data; EVOLUTIONARY ALGORITHM; TASK-ALLOCATION; RELIABILITY; OPTIMIZATION; ASSIGNMENT; SYSTEM;
D O I：
10.1007/978-3-319-23180-8_30
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 fault-tolerant grids for big data processing. Some tasks related to big data processing have been considered. Moreover, two criteria have been applied to evaluate quality of grids. The first criterion is a probability that all tasks meet their deadlines and the second one is grid reliability. Furthermore, some intelligent agents based on harmony search have been developed to support a middleware layer of grids.
引用
收藏
页码：411 / 424
页数：14
相关论文
共 41 条
  • [31] Shvachko K., 2010, 2010 IEEE 26th Symposium on Mass Storage Systems and Technologies (MSST), P1
  • [32] Shwe T, 2010, 5 INT C EL ENG EL CO, V1, P149
  • [33] Snijders C, 2012, INT J INTERNET SCI, V7, P1
  • [34] Algorithms for reliability-oriented module allocation in distributed computing systems
    Tom, PA
    Murthy, CSR
    [J]. JOURNAL OF SYSTEMS AND SOFTWARE, 1998, 40 (02) : 125 - 138
  • [35] Multi-agent architecture for real-time Big Data processing
    Twardowski, Bartlomiej
    Ryzko, Dominik
    [J]. 2014 IEEE/WIC/ACM INTERNATIONAL JOINT CONFERENCES ON WEB INTELLIGENCE (WI) AND INTELLIGENT AGENT TECHNOLOGIES (IAT), VOL 3, 2014, : 333 - 337
  • [36] Module replication for fault-tolerant real-time distributed systems
    Varvarigou, TA
    Trotter, J
    [J]. IEEE TRANSACTIONS ON RELIABILITY, 1998, 47 (01) : 8 - 18
  • [37] Vavilapalli V.K., P 4 ANN S CLOUD COMP, DOI [10.1145/2523616.2523633, DOI 10.1145/2523616.2523633]
  • [38] Verbrugge T, 2010, TEAMWORK MULTIAGENT
  • [39] A coevolutionary differential evolution with harmony search for reliability-redundancy optimization
    Wang, Ling
    Li, Ling-po
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (05) : 5271 - 5278
  • [40] Zhou Debbie Q., 2010, 2010 IEEE Power & Energy Society General Meeting, DOI 10.1109/PES.2010.5590093
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