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Strategy Throughput (under similar test conditions) Trade off
#0 Cluster of nodes with Redis backend & 100% accurate 58K requests/sec (can be scaled out as required with additional hardware) Higher hardware cost & hardware footprint (linearly increasing)
#1 Use a single node to count & report 833K requests/sec Not HA. Can only scale up (not scale out)
#2 Use cluster of nodes but sync with Redis asynchronously 655K requests/sec Reporting is not realtime and hence solution is approximate rather than accurate
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