Filter alert counts by duplicate removal and classify the resulting noise level.

alert noise Alert noise classification separates useful signals from duplicates before escalation.

Alert Noise Report

alert_count
alert_noise.pl
Replay: real traced execution (multi-file project)
use strict;
use warnings;

my $alert_count = 6;
my $duplicate_alerts = 2;
my $useful_alerts = $alert_count - $duplicate_alerts;
my $noise_label = "focused";

if ($useful_alerts <= 1) {
    $noise_label = "review";
} elsif ($alert_count >= 9) {
    $noise_label = "noisy";
}

print "alerts=$alert_count useful=$useful_alerts label=$noise_label\n";
use strict;
use warnings;

my $alert_count = 3;
my $duplicate_alerts = 2;
my $useful_alerts = $alert_count - $duplicate_alerts;
my $noise_label = "focused";

if ($useful_alerts <= 1) {
    $noise_label = "review";
} elsif ($alert_count >= 9) {
    $noise_label = "noisy";
}

print "alerts=$alert_count useful=$useful_alerts label=$noise_label\n";
use strict;
use warnings;

my $alert_count = 9;
my $duplicate_alerts = 2;
my $useful_alerts = $alert_count - $duplicate_alerts;
my $noise_label = "focused";

if ($useful_alerts <= 1) {
    $noise_label = "review";
} elsif ($alert_count >= 9) {
    $noise_label = "noisy";
}

print "alerts=$alert_count useful=$useful_alerts label=$noise_label\n";
  1. $alert_count ← 6, $duplicate_alerts ← 2, $useful_alerts ← 4, $noise_label ← focused

    4my $alert_count→ 6 = 6; #@alert_count=3, 95my $duplicate_alerts→ 2 = 2;6my $useful_alerts→ 4 = $alert_count6 - $duplicate_alerts2;7my $noise_label→ focused = "focused";89if ($useful_alerts <= 1) {10    $noise_label = "review";11} elsif ($alert_count >= 9) {12    $noise_label = "noisy";13}1415print "alerts=$alert_count6 useful=$useful_alerts4 label=$noise_labelfocused\n";
    outputalerts=6 useful=4 label=focused
  1. $alert_count ← 3, $duplicate_alerts ← 2, $useful_alerts ← 1, $noise_label ← focused

    4my $alert_count→ 3 = 3;5my $duplicate_alerts→ 2 = 2;6my $useful_alerts→ 1 = $alert_count3 - $duplicate_alerts2;7my $noise_label→ focused = "focused";
  2. $noise_label ← review

    9if ($useful_alerts1 <= 1) {10    $noise_label→ review = "review";11} elsif ($alert_count >= 9) {
  3. print "alerts=$alert_count useful=$useful_alerts label=$noise_label ";

    15print "alerts=$alert_count3 useful=$useful_alerts1 label=$noise_labelreview\n";
    outputalerts=3 useful=1 label=review
  1. $alert_count ← 9, $duplicate_alerts ← 2, $useful_alerts ← 7, $noise_label ← focused

    4my $alert_count→ 9 = 9;5my $duplicate_alerts→ 2 = 2;6my $useful_alerts→ 7 = $alert_count9 - $duplicate_alerts2;7my $noise_label→ focused = "focused";
  2. $noise_label ← noisy

    10    $noise_label = "review";11} elsif ($alert_count9 >= 9) {12    $noise_label→ noisy = "noisy";13}
  3. print "alerts=$alert_count useful=$useful_alerts label=$noise_label ";

    15print "alerts=$alert_count9 useful=$useful_alerts7 label=$noise_labelnoisy\n";
    outputalerts=9 useful=7 label=noisy