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Frontiers of Computer Science

ISSN 2095-2228

ISSN 2095-2236(Online)

CN 10-1014/TP

Postal Subscription Code 80-970

2018 Impact Factor: 1.129

Front. Comput. Sci.    2024, Vol. 18 Issue (2) : 182608    https://doi.org/10.1007/s11704-023-3523-9
Information Systems
Introducing on-chain graph data to consortium blockchain for commercial transactions
Pengyi ZHANG1, Yuchen YUAN1, Jie SONG1(), Yu GU2, Qiang QU3,4, Yongjie BAI4
1. Software College, Northeastern University, Shenyang 110819, China
2. School of Computer Science and Engineering, Northeastern University, Shenyang 110819, China
3. Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
4. Blockchain Lab, Huawei Cloud Computing Technologies Co., Ltd., Shenzhen 518101, China
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Corresponding Author(s): Jie SONG   
Just Accepted Date: 01 December 2023   Issue Date: 18 January 2024
 Cite this article:   
Pengyi ZHANG,Yuchen YUAN,Jie SONG, et al. Introducing on-chain graph data to consortium blockchain for commercial transactions[J]. Front. Comput. Sci., 2024, 18(2): 182608.
 URL:  
https://academic.hep.com.cn/fcs/EN/10.1007/s11704-023-3523-9
https://academic.hep.com.cn/fcs/EN/Y2024/V18/I2/182608
Fig.1  Connections of Tre solutions
Fig.2  Data models and schema
  
Time point Time period Property Start node End node
O(1) O(1) O(TVS) O(TVS) O(TE)
Tab.1  TreOperators query complexity
Fig.3  Results of evaluation. (a) Time cost in time moment query; (b) time cost in time period query; (c) time cost in property query; (d) time cost in start node query; (e) time cost in terminate node query; (f) memory cost in time moment query; (g) memory cost in time period query; (h) memory cost in property query; (i) memory cost in start node query; (j) memory cost in terminate node query
Fig.4  Storage space evaluation. (a) Storage with indexes; (b) storage without indexes
1 J, Song P, Zhang M, Alkubati Y, Bao G Yu . Research advances on blockchain-as-a-service: architectures, applications and challenges. Digital Communications and Networks, 2022, 8( 4): 466–475
2 J, Song P, Zhang Q, Qu Y, Bai Y, Gu G Yu . Why blockchain needs graph: a survey on studies, scenarios, and solutions. Journal of Parallel and Distributed Computing, 2023, 180: 104730
3 Y, Gu K, Yu Z, Song J, Qi Z, Wang G, Yu R Zhang . Distributed hypergraph processing using intersection graphs. IEEE Transactions on Knowledge and Data Engineering, 2020, 34( 7): 3182–3195
4 S Matthias . On efficiently storing huge property graphs in relational database management systems. In: Proceedings of the 21st International Conference on Information Integration and Web-Based Applications & Services. 2019, 344−352
5 Massri M, Miklos Z, Raipin P, Meye P. Clock-G: A temporal graph management system with space-efficient storage technique. In: Proceedings of the 38th IEEE International Conference on Data Engineering. 2022, 2263−2276
[1] FCS-23523-OF-PZ_suppl_1 Download
[2] FCS-23523-OF-PZ_suppl_2 Download
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