Data Replication Approach with Consistency Guarantee for Data Grid

被引:23
|
作者
Abawajy, Jemal H. [1 ]
Deris, Mustafa Mat [2 ]
机构
[1] Deakin Univ, Geelong, Vic 3220, Australia
[2] Univ Tun Hussein Onn, Batu Pahat 86400, Johor, Malaysia
关键词
Data grid; data replication; big data; reliability; availability; data constancy; PROTOCOL; SCHEME;
D O I
10.1109/TC.2013.183
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Data grids have been adopted by many scientific communities that need to share, access, transport, process, and manage geographically distributed large data collections. Data replication is one of the main mechanisms used in data grids whereby identical copies of data are generated and stored at various distributed sites to either improve data access performance or reliability or both. However, when data updates are allowed, it is a great challenge to simultaneously improve performance and reliability while ensuring data consistency of such huge and widely distributed data. In this paper, we address this problem. We propose a new quorum-based data replication protocol with the objectives of minimizing the data update cost, providing high availability and data consistency. We compare the proposed approach with two existing approaches using response time, data consistency, data availability, and communication costs. The results show that the proposed approach performs substantially better than the benchmark approaches.
引用
收藏
页码:2975 / 2987
页数:13
相关论文
共 50 条
  • [1] An Efficient Approach for Data Replication in Data Grid
    Ebrahimi, M.
    Horri, A.
    Dastghaibyfard, Gh.
    Nasrolahi, P.
    [J]. 2013 5TH CONFERENCE ON INFORMATION AND KNOWLEDGE TECHNOLOGY (IKT), 2013, : 67 - 70
  • [2] A Dynamic Data Replication with Consistency Approach in Data Grids: Modeling and Verification
    Souri, Alireza
    Norouzi, Monire
    Safarkhanlou, Adalat
    Haghi Sardroud, Seyed Hassan Es.
    [J]. BALTIC JOURNAL OF MODERN COMPUTING, 2016, 4 (03): : 546 - 560
  • [3] An effective approach for consistency management of replicas in Data Grid
    Belalem, Ghalem
    Haddad, Cherif
    Slimani, Yahya
    [J]. PROCEEDINGS OF THE 2008 INTERNATIONAL SYMPOSIUM ON PARALLEL AND DISTRIBUTED PROCESSING WITH APPLICATIONS, 2008, : 11 - +
  • [4] A Hierarchical Approach to Improve Job Scheduling and Data Replication in Data Grid
    Abdi, Somayeh
    Hashemi, Sayyed
    [J]. INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2015, 12 (03) : 278 - 285
  • [5] Data Replication in Data Intensive Scientific Applications with Performance Guarantee
    Nukarapu, Dharma Teja
    Tang, Bin
    Wang, Liqiang
    Lu, Shiyong
    [J]. IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2011, 22 (08) : 1299 - 1306
  • [6] Replica consistency in a data grid
    Domenici, A
    Donno, F
    Pucciani, G
    Stockinger, H
    Stockinger, K
    [J]. NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2004, 534 (1-2): : 24 - 28
  • [7] Secure Data Objects Replication in Data Grid
    Tu, Manghui
    Li, Peng
    Yen, I-Ling
    Thuraisingham, Bhavani
    Khan, Latifur
    [J]. IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING, 2010, 7 (01) : 50 - 64
  • [8] Performance analysis on data replication in data grid
    Chen, Jing
    Kong, Lingfu
    Liu, Mingxin
    Wang, Xuan
    [J]. 2005 International Symposium on Computer Science and Technology, Proceedings, 2005, : 159 - 163
  • [9] Dual Quorum Replication (DQR): A Protocol for Data Replication in Data Grid
    Latip, Rohaya
    Ariff, Aminah Hidayah Mohamad
    [J]. DATABASE THEORY AND APPLICATION, BIO-SCIENCE AND BIO-TECHNOLOGY, 2010, 118 : 226 - 233
  • [10] A survey on data replication strategies in a Data Grid environment
    Naseera, Shaik
    [J]. MULTIAGENT AND GRID SYSTEMS, 2016, 12 (04) : 253 - 269