Table 2. Tested Scenarios and Results in terms of Memory Usage, CPU Usage and Time with the process phases are run simultaneously.
Scenario
Memory
Usage
(GB)
CPU Usage
(%)
Time to get FP-Growth
analysis results
(seconds)
# of Stored Logs
# of FP-Growth
Results
Normal log
With Filter
12.9
79
79
31
(from 90872 in 6
minutes)
25
Without
Filter
12.1
61
68
8699
(in 2 minutes)
45
Attack log
With Filter
12.5
72
80
1055
(from 15607)
180
(2 false positives)
Without
Filter
12.5
64
80
11893
343
(16 false positives)