Data Query Mechanism Based on Hash Computing Power of Blockchain in Internet of Things

被引:124
作者
Ren, Yongjun [1 ,2 ]
Zhu, Fujian [1 ,2 ]
Sharma, Pradip Kumar [3 ]
Wang, Tian [4 ]
Wang, Jin [5 ,6 ]
Alfarraj, Osama [7 ]
Tolba, Amr [7 ,8 ]
机构
[1] Nanjing Univ Informat Sci & Technol, Minist Educ, Engn Res Ctr Digital Forens, Sch Comp & Software, Nanjing 210044, Peoples R China
[2] Nanjing Univ Informat Sci & Technol, Jiangsu Collaborat Innovat Ctr Atmospher Environm, Nanjing 210044, Peoples R China
[3] Dongguk Univ, Dept Multimedia Engn, Seoul 04620, South Korea
[4] Huaqiao Univ, Coll Comp Sci & Technol, Xiamen 361021, Peoples R China
[5] Changsha Univ Sci & Technol, Sch Comp & Commun Engn, Changsha 410004, Peoples R China
[6] Fujian Univ Technol, Sch Informat Sci & Engn, Fuzhou 350118, Peoples R China
[7] King Saud Univ, Community Coll, Comp Sci Dept, Riyadh 11437, Saudi Arabia
[8] Menoufia Univ, Fac Sci, Math & Comp Sci Dept, Shibin Al Kawm 32511, Egypt
关键词
IoT data; blockchain; cloud storage; hash query; CLOUD; SECURITY; PRIVACY; SCHEME; TREE;
D O I
10.3390/s20010207
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In the IoT (Internet of Things) environment, smart homes, smart grids, and telematics constantly generate data with complex attributes. These data have low heterogeneity and poor interoperability, which brings difficulties to data management and value mining. The promising combination of blockchain and the Internet of things as BCoT (blockchain of things) can solve these problems. This paper introduces an innovative method DCOMB (dual combination Bloom filter) to firstly convert the computational power of bitcoin mining into the computational power of query. Furthermore, this article uses the DCOMB method to build blockchain-based IoT data query model. DCOMB can implement queries only through mining hash calculation. This model combines the data stream of the IoT with the timestamp of the blockchain, improving the interoperability of data and the versatility of the IoT database system. The experiment results show that the random reading performance of DCOMB query is higher than that of COMB (combination Bloom filter), and the error rate of DCOMB is lower. Meanwhile, both DCOMB and COMB query performance are better than MySQL (My Structured Query Language).
引用
收藏
页数:22
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