A threshold-based dynamic data replication strategy

被引:0
|
作者
Mohammad Bsoul
Ahmad Al-Khasawneh
Yousef Kilani
Ibrahim Obeidat
机构
[1] The Hashemite University,Department of Computer Science and Applications
[2] The Hashemite University,Department of Computer Information System
来源
关键词
Data grid; Replication strategy; Fast spread; Least recently used; Least frequently used; Simulation;
D O I
暂无
中图分类号
学科分类号
摘要
Data replication is the creation and maintenance of multiple copies of the same data. Replication is used in Data Grid to enhance data availability and fault tolerance. One of the main objectives of replication strategies is reducing response time and bandwidth consumption. In this paper, a dynamic replication strategy that is based on Fast Spread but superior to it in terms of total response time and total bandwidth consumption is proposed. This is achieved by storing only the important replicas on the storage of the node. The main idea of this strategy is using a threshold to determine if the requested replica needs to be copied to the node. The simulation results show that the proposed strategy achieved better performance compared with Fast Spread with Least Recently Used (LRU), and Fast Spread with Least Frequently Used (LFU).
引用
收藏
页码:301 / 310
页数:9
相关论文
共 50 条
  • [21] Nonlinear diffusion equation with a dynamic threshold-based source for text binarization
    Du, Zhongjie
    He, Chuanjiang
    APPLIED MATHEMATICS AND COMPUTATION, 2024, 482
  • [22] A Dynamic Threshold-based Probabilistic Scheme for Broadcasting in Ad hoc Networks
    Chekhar, M.
    Zine-Dine, K.
    Bakhouya, M.
    Aaroud, A.
    2015 15TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA), 2015, : 511 - 516
  • [23] Threshold-Based Quantum Optimization
    Golden, John
    Baertschi, Andreas
    O'Malley, Daniel
    Eidenbenz, Stephan
    2021 IEEE INTERNATIONAL CONFERENCE ON QUANTUM COMPUTING AND ENGINEERING (QCE 2021) / QUANTUM WEEK 2021, 2021, : 137 - 147
  • [24] Threshold-based forward guidance
    Boneva, Lena
    Harrison, Richard
    Waldron, Matt
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2018, 90 : 138 - 155
  • [25] Updating threshold-based identification of hospitalists in 2012 Medicare pay data
    Lapps, Joshua
    Flansbaum, Bradley
    Leykum, Luci
    Boswell, Josh
    Haines, Luigi
    JOURNAL OF HOSPITAL MEDICINE, 2016, 11 (01) : 45 - 47
  • [26] A dynamic data grid replication strategy to minimize the data missed
    Lei, Ming
    Vrbsky, Susan V.
    Hong, Xiaoyan
    2006 3RD INTERNATIONAL CONFERENCE ON BROADBAND COMMUNICATIONS, NETWORKS AND SYSTEMS, VOLS 1-3, 2006, : 721 - +
  • [27] A prediction-based dynamic replication strategy for data-intensive applications
    Nagarajan, Vijaya
    Mohamed, Mulk Abdul Maluk
    COMPUTERS & ELECTRICAL ENGINEERING, 2017, 57 : 281 - 293
  • [28] DYNAMIC REPLICATION STRATEGY BASED ON EXPONENTIAL MODEL AND DEPENDENCY RELATIONSHIPS IN DATA GRID
    Yusof, Yuhanis
    Madi, Mohamed
    Hassan, Suhaidi
    JOURNAL OF INFORMATION AND COMMUNICATION TECHNOLOGY-MALAYSIA, 2012, 11 : 193 - 206
  • [29] Adaptive threshold-based classification of sparse high-dimensional data
    Pavlenko, Tatjana
    Stepanova, Natalia
    Thompson, Lee
    ELECTRONIC JOURNAL OF STATISTICS, 2022, 16 (01): : 1952 - 1996
  • [30] Discovering Threshold-based Frequent Closed Itemsets over Probabilistic Data
    Tong, Yongxin
    Chen, Lei
    Ding, Bolin
    2012 IEEE 28TH INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE), 2012, : 270 - 281