DSON: JSON']JSON CRDT Using Delta-Mutations For Document Stores

被引:5
|
作者
Rinberg, Arik [1 ]
Solomon, Tomer [2 ]
Shlomo, Roee [2 ]
Khazma, Guy [2 ]
Lushi, Gal [2 ]
Keidar, Idit [1 ]
Ta-Shma, Paula [2 ]
机构
[1] Technion, Haifa, Israel
[2] IBM Corp, Tel Aviv, Israel
来源
PROCEEDINGS OF THE VLDB ENDOWMENT | 2022年 / 15卷 / 05期
关键词
D O I
10.14778/3510397.3510403
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose DSON, a space efficient delta-based CRDT approach for distributed JSON document stores, enabling high availability at a global scale, while providing strong eventual consistency guarantees. We define the semantics of our CRDT based approach formally, and prove its correctness and convergence. Previous approaches optimize for collaborative document editing and store metadata proportional to the number of updates to a document, which is not acceptable for long lived document management. The metadata stored with our approach is bounded by O((KD)-D-2 + nlogn), where.. is the number of replicas, D is the number of document elements, and k <= n is the number of concurrent document updates. We also implement our approach[37] and demonstrate its space efficiency empirically. Experimental analysis shows that the metadata stored is typically significantly less than the worst case. This provides the basis for robust highly available distributed document stores with well defined semantics and safety guarantees, relieving application developers from the burden of conflict resolution.
引用
收藏
页码:1053 / 1065
页数:13
相关论文
共 4 条
  • [1] Melda: A General Purpose Delta State JSON']JSON CRDT
    Brocco, Amos
    PAPOC'22: PROCEEDINGS OF THE 9TH PRINCIPLES AND PRACTICE OF CONSISTENCY FOR DISTRIBUTED DATA, 2022, : 1 - 7
  • [2] Blind Queries Applied to JSON']JSON Document Stores
    Marrara, Stefania
    Pelucchi, Mauro
    Psaila, Giuseppe
    INFORMATION, 2019, 10 (10)
  • [3] Benchmarking JSON Document Stores in Practice
    Stefano Belloni
    Daniel Ritter
    Datenbank-Spektrum, 2022, 22 (3) : 217 - 226
  • [4] Erratum to: Benchmarking JSON Document Stores in Practice
    Stefano Belloni
    Daniel Ritter
    Datenbank-Spektrum, 2022, 22 (3) : 277 - 277