Open Access

Research on Data Asset Management Strategy for Cloud Computing Environment

  
Mar 19, 2025

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Figure 1.

The execution process of the PBFT consensus algorithm
The execution process of the PBFT consensus algorithm

Figure 2.

Node classification schematic
Node classification schematic

Figure 3.

Flow chart of cloud ddpos consensus algorithm
Flow chart of cloud ddpos consensus algorithm

Figure 4.

Blocks per second
Blocks per second

Figure 5.

Time lag of Trading
Time lag of Trading

Technical ability maturity evaluation results

Classification Primary indicator Score Grade Secondary indicator Score Grade
Operation class F 4.05 Fifth level F1 3.91 Four level
F2 3.89 Four level
F3 4.36 Fifth level
G 4.3 Fifth level G1 4.15 Fifth level
G2 4.41 Fifth level
G3 3.79 Four level
G4 4.83 Fifth level
H 4.06 Fifth level H1 3.9 Four level
H2 4.33 Fifth level
H3 3.93 Four level
H4 4.08 Fifth level

The consumption of each node memory (MB)

Peer 50Tips 100Tips 150Tips 200Tips
Max Avg Max Avg Max Avg Max Avg
peer0.org1 128.1 121.4 142.8 133.8 154.6 147.8 164.5 162.8
peer1.org1 127.5 120.8 136.1 131.7 148.9 141.7 158.1 157.6
peer0.org2 125.2 120.1 143.5 132.2 153.1 146.2 163.7 162.5
peer1.org2 150.6 146.2 164.2 154.9 172.4 167.3 181.2 180.7
peer0.org3 129.7 123.5 145.7 134.8 155.8 149.6 164.8 164.6
peer1.org3 148.2 143.7 159.6 152.9 169.7 162.8 179.6 178.6
ca.org1 14.9 14.9 14.9 14.9 14.9 14.9 14.9 12.8
ca.org2 9.8 9.8 9.8 9.8 9.8 9.8 9.8 8.4
ca.org3 8.6 8.6 8.6 8.6 8.6 8.6 8.6 8.2
orderer 87.3 84.6 94.6 90.6 105.6 99.6 112.5 111.5

The indicators and the weights of the various levels

Classification Primary indicator Peer weight Secondary indicator Peer weight Global weight
Management class A data strategy 0.125 A1 data strategy planning 0.317 0.04
A2 data strategy implementation 0.385 0.048
A3 data strategy assessment 0.298 0.037
B data management 0.125 B1 data governance organization 0.322 0.04
B2 data governance system 0.359 0.045
B3 data governance communication 0.319 0.04
Technical class C data architecture 0.125 C1 data model 0.238 0.03
C2 data distribution 0.229 0.029
C3 data integration and sharing 0.262 0.033
C4 metadata 0.271 0.034
D data standard 0.125 D1 business terms 0.266 0.033
D2 reference data and master data 0.245 0.031
D3 data element 0.237 0.03
D4 index data 0.252 0.032
E data security 0.125 E1 data security strategy 0.311 0.039
E2 data security management 0.356 0.045
E3 data security audit 0.333 0.042
Operation class F data application 0.125 F1 data analysis 0.357 0.045
F2 data open sharing 0.295 0.037
F3 data service 0.348 0.044
G data quality 0.125 G1 data quality requirements 0.236 0.03
G2 data quality check 0.281 0.035
G3 data quality analysis 0.257 0.032
G4 data quality improvement 0.226 0.028
H data life cycle 0.125 H1 data requirements 0.258 0.032
H2 data design and development 0.216 0.027
H3 data operations 0.283 0.035
H4 data retirement 0.243 0.03

Management ability maturity evaluation results

Classification Primary indicator Score Grade Secondary indicator Score Grade
Management class A 4.05 Fifth level A1 3.44 Four level
A2 4.23 Fifth level
A3 4.49 Fifth level
B 4.57 Fifth level B1 4.69 Fifth level
B2 4.32 Fifth level
B3 4.69 Fifth level

The consumption of each node (CPU)

Peer 50Tips 100Tips 150Tips 200Tips
Max Avg Max Avg Max Avg Max Avg
peer0.org1 59.21 50.91 64.58 47.84 56.15 47.89 69.74 17.37
peer1.org1 54.85 43.64 59.62 42.85 55.92 49.22 67.25 15.28
peer0.org2 57.13 49.37 65.71 49.08 62.37 45.38 59.82 15.96
peer1.org2 51.88 43.82 62.84 43.66 61.96 40.64 66.39 15.79
peer0.org3 57.16 49.85 64.85 48.17 60.32 48.83 61.28 16.28
peer1.org3 50.34 42.67 64.18 43.91 61.59 39.16 59.34 15.71
ca.org1 0 0 0.47 0.46 0 0 1.34 0.05
ca.org2 0 0 0.82 0.06 0 0 1.24 0.05
ca.org3 0 0 0 0 0 0 0 0
orderer 57.39 38.69 98.25 44.38 175.28 46.85 135.89 8.14
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