Table 5 Multi-scenario deployment performance comparison.

From: The construction of an integrated cloud network digital intelligence platform for rail transit based on artificial intelligence

Concurrent tasks

Prediction accuracy (%)—this platform

Prediction accuracy (%)—railigent

Throughput (msg/s × 103)—this platform

Throughput (msg/s × 103)—railigent

50

94.7

94.2

23

22.1

200

91.6

90.1

18.9

17.2

800

84.1

80.3

11.6

9.5