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Sensors 2021, 21, 3822 22 of 32 As mentioned in Section 4.1, we used the fixed load rate controller in Hyperledger Caliper which maintains the configured queue length by modifying the send rate. Figure 6a shows that when the queue length is increased from 100 unfinished transactions to 1000 un- finished transactions, the request send rate achieved rose from 323.4 to 494.6. Moreover, the throughput achieved rose from 322.8 TPS to 491.3 TPS at a cost to the per transaction latency which also rose from 0.19 s to 0.99 s. Similar observations can be made for all operations in Figures 6–10. Comparing Figures 6 and 7, we see that the throughput achieved reduces from 491 TPS on average to 475.6 TPS on average when the number of writes per transaction increased from 1 to 2. Similarly, comparing Figures 7 and 8, we see that the throughput achieved further reduces to 449.55 TPS on average when number of writes per transaction increased from 2 to 3. (a) NFT Create- Peak throughput = 478.4 TPS (b) FT Create- Peak throughput = 476.3 TPS (c) FT ReTransfer- Peak throughput = 472.2 TPS Figure 7. Operations with two write key operations (Queue Length: QL, Send Rate (TPS): SR).PDF Image | Blockchain Based Transaction System with NFT
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