This is the output of an example run of min-sampling-tests.py It shows an example output for reservoir sizes 25, 50, 100, 250, 500, 1000, 2500 and 5877, and the error for each of these examples.
Also, a 100 runs are conducted for each reservoir size and the average error is computed.
Example reservoir of size 25: most observed IP addresses with their frequencies: 91.212.135.158: 3 occurances 65.55.92.152: 2 occurances 92.43.124.138: 1 occurances 74.205.4.13: 1 occurances 69.84.129.233: 1 occurances 66.210.198.51: 1 occurances 65.55.92.168: 1 occurances 65.55.37.88: 1 occurances 65.55.37.120: 1 occurances 65.54.188.110: 1 occurances Error for this top 10: 374
Average error over 100 reservoirs of size 25: 376.29
Example reservoir of size 50: most observed IP addresses with their frequencies: 65.55.37.88: 3 occurances 91.212.135.158: 2 occurances 74.205.4.13: 2 occurances 74.125.47.27: 2 occurances 72.14.213.27: 2 occurances 65.55.92.152: 2 occurances 64.59.134.8: 2 occurances 213.199.180.150: 2 occurances 147.32.96.45: 2 occurances 90.177.113.3: 1 occurances Error for this top 10: 375
Average error over 100 reservoirs of size 50: 327.55
Example reservoir of size 100: most observed IP addresses with their frequencies: 91.212.135.158: 5 occurances 216.32.180.22: 5 occurances 90.177.113.3: 4 occurances 74.205.4.13: 4 occurances 64.59.134.8: 4 occurances 65.55.92.136: 3 occurances 74.125.113.27: 2 occurances 65.55.92.184: 2 occurances 65.55.92.152: 2 occurances 65.55.37.88: 2 occurances Error for this top 10: 210
Average error over 100 reservoirs of size 100: 265.61
Example reservoir of size 250: most observed IP addresses with their frequencies: 91.212.135.158: 17 occurances 147.32.96.45: 11 occurances 65.55.92.152: 7 occurances 216.32.180.22: 7 occurances 72.14.213.27: 6 occurances 65.55.92.136: 6 occurances 65.55.92.184: 5 occurances 65.55.37.88: 5 occurances 65.54.188.110: 5 occurances 64.59.134.8: 5 occurances Error for this top 10: 243
Average error over 100 reservoirs of size 250: 188.28
Example reservoir of size 500: most observed IP addresses with their frequencies: 91.212.135.158: 32 occurances 64.59.134.8: 17 occurances 216.32.180.22: 17 occurances 65.55.92.184: 11 occurances 65.55.37.88: 11 occurances 147.32.96.45: 11 occurances 90.177.113.3: 9 occurances 65.55.37.72: 9 occurances 147.32.80.9: 8 occurances 65.55.92.152: 7 occurances Error for this top 10: 128
Average error over 100 reservoirs of size 500: 155.58
Example reservoir of size 1000: most observed IP addresses with their frequencies: 91.212.135.158: 72 occurances 64.59.134.8: 31 occurances 216.32.180.22: 29 occurances 24.71.223.11: 27 occurances 147.32.96.45: 22 occurances 90.177.113.3: 21 occurances 74.205.4.13: 21 occurances 65.55.37.104: 19 occurances 65.54.188.72: 19 occurances 65.54.188.94: 17 occurances Error for this top 10: 94
Average error over 100 reservoirs of size 1000: 111.99
Example reservoir of size 2500: most observed IP addresses with their frequencies: 91.212.135.158: 180 occurances 64.59.134.8: 78 occurances 216.32.180.22: 70 occurances 24.71.223.11: 68 occurances 65.55.92.136: 53 occurances 65.55.37.88: 52 occurances 147.32.96.45: 48 occurances 65.55.92.152: 45 occurances 65.55.37.72: 44 occurances 90.177.113.3: 39 occurances Error for this top 10: 71
Average error over 100 reservoirs of size 2500: 77.15
Example reservoir of size 5877: most observed IP addresses with their frequencies: 91.212.135.158: 404 occurances 64.59.134.8: 194 occurances 24.71.223.11: 160 occurances 216.32.180.22: 154 occurances 90.177.113.3: 100 occurances 147.32.96.45: 100 occurances 65.55.37.72: 96 occurances 65.55.37.88: 94 occurances 65.55.92.136: 93 occurances 65.55.92.168: 90 occurances Error for this top 10: 0
Average error over 100 reservoirs of size 5877: 0.0