Consensus-based data replication protocol for distributed cloud

被引:0
|
作者
Rashmi Maheshwari
Naveen Kumar
Monal Shadi
Shailesh Tiwari
机构
[1] IIIT,
[2] ABES Engineering College,undefined
来源
关键词
Consensus; Data replication; Availability; Data consistency;
D O I
暂无
中图分类号
学科分类号
摘要
Data availability ensures efficient data accessibility by the readers anytime and from anywhere. It can be addressed by creating multiple copies of each data file and storing them on well-distributed distinct servers. The more the number of copies, the more is the availability. Considering a distributed cloud scenario with multiple data copies, a file update operation may be performed at any server containing a copy of the data file. Allowing parallel file updates by different users on various servers may incur inconsistent views of the data file among readers. A data replication protocol ensures that a file will remain consistent throughout the network. The existing data replication protocols did not explicitly address the server confidence about when the updated file version will be ready for read. In this work, we propose a consensus-based file replication protocol considering the message passing model that addresses the server confidence issue of the existing protocols. In the proposed protocol, the updated data file will be immediately accessible to the readers without any ambiguity after consensus is made. The proposed protocol is analyzed and compared with the similar protocols. The protocol is implemented, and the experimental results are verified with the analytical results.
引用
收藏
页码:8653 / 8673
页数:20
相关论文
共 50 条
  • [1] Consensus-based data replication protocol for distributed cloud
    Maheshwari, Rashmi
    Kumar, Naveen
    Shadi, Monal
    Tiwari, Shailesh
    [J]. JOURNAL OF SUPERCOMPUTING, 2021, 77 (08): : 8653 - 8673
  • [2] Protocol-Aware Recovery for Consensus-Based Distributed Storage
    Alagappan, Ramnatthan
    Ganesan, Aishwarya
    Lee, Eric
    Albarghouthi, Aws
    Chidambaram, Vijay
    Arpaci-Dusseau, Andrea C.
    Arpaci-Dusseau, Remzi H.
    [J]. ACM TRANSACTIONS ON STORAGE, 2018, 14 (03)
  • [3] Consensus-based Data Statistics in Distributed Network Systems
    Cai, Yifan
    He, Jianping
    Yu, Wenbin
    Guan, Xinping
    [J]. 2018 IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2018, : 4206 - 4211
  • [4] A Distributed Consensus-Based Clock Synchronization Protocol for Wireless Sensor Networks
    Habib Aissaoua
    Makhlouf Aliouat
    Ahcène Bounceur
    Reinhardt Euler
    [J]. Wireless Personal Communications, 2017, 95 : 4579 - 4600
  • [5] A Distributed Consensus-Based Clock Synchronization Protocol for Wireless Sensor Networks
    Aissaoua, Habib
    Aliouat, Makhlouf
    Bounceur, Ahcene
    Euler, Reinhardt
    [J]. WIRELESS PERSONAL COMMUNICATIONS, 2017, 95 (04) : 4579 - 4600
  • [6] False data injection attack on consensus-based distributed estimation
    Lei, L.
    Yang, W.
    Yang, C.
    Shi, H. B.
    [J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2017, 27 (09) : 1419 - 1432
  • [7] Consensus-based distributed algorithm for GEP
    Lv, Kexin
    He, Fan
    Huang, Xiaolin
    Yang, Jie
    [J]. SIGNAL PROCESSING, 2024, 216
  • [8] Consensus-Based Distributed Linear Filtering
    Matei, Ion
    Baras, John S.
    [J]. 49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 7009 - 7014
  • [9] Consensus-based linear distributed filtering
    Matei, Ion
    Baras, John S.
    [J]. AUTOMATICA, 2012, 48 (08) : 1776 - 1782
  • [10] CONSENSUS-BASED DISTRIBUTED CLUSTERING FOR IOT
    Chen, Hui
    Yu, Hao
    Zhao, Shengjie
    Shi, Qingjiang
    [J]. 2020 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2020, : 8324 - 8328