Table 1. Tested Scenarios and Results in terms of Memory Usage, CPU Usage and Time with the process phases run sequentially.

Scenario Memory Usage (GB) CPU Usage (%) Time (seconds) # of FP-GrowthResults
Storage FP-Growth Storage FP-Growth Storage FP-Growth
Normal log With Filter 9.9 9.9 73 53 17 166 68
Without Filter 9.9 10.7 52 63 9 189 648
Attack log With Filter 11.6 11.8 69 48 26 392 19063(102 false positives)
Without Filter 11.1 12.6 28 61 8 474 20392(987 false positives)