Table 10 Impact of response time optimization on peak periods.

From: Design of a dynamic trust management and defense decision system for shared vehicle data based on blockchain and deep reinforcement learning

Concurrent request volume (requests/sec)

Traditional model timeout rate

BTB-MDQN timeout rate

Order completion rate improvement

1,000

8%

2%

+ 9%

1,500

18%

4%

+ 12%

2,000

27%

7%

+ 15%