1.Clustering of DNA

2. Distances Computation

4. By custom-thresholding

Data Collection & PreProcessing

SOI Analysis

3. Anomalies Correlation

5. Outliers Extraction

Anomalies

Detection

1. By-TP Data Collection

2. By-TS Data Aggregation

3. By-Sector Clustering

1. By-TL SOI Slicing

2. TLs Signature Definition

3. DNAs & Strands Computation

Sectors Area Modulation

Params Modulation

Sectors Selection

Clusters Definition

Precision

DNAs &Strands

Times Modulation

• Time period(TP)

• Time Slice(TL)

• Time Slot(TS)

  
  

Features Selection

Raw Data

Sectors Data

TLs Data

MLA

Python

Perl

Anomalies

Detection

&

Notification