Essays about: "Anas Hamadeh"

Found 1 essay containing the words Anas Hamadeh.

  1. 1. Anomaly Detection in A Multivariate DataStream in a Highly Scalable and Fault Tolerant Architecture

    University essay from KTH/Teknisk informationsvetenskap

    Author : Anas Hamadeh; [2017]
    Keywords : ;

    Abstract : The process of monitoring telecommunication systems performance by investigatingKey Performance Indicators (KPI) and Performance Measurements(PMs) is crucial for valuable sustainable solutions and requires analysts' interventionwith profound knowledge to help mitigate vulnerabilities and risks.This work focuses on PMs anomaly detection in order to automate the processof discovering unacceptable Radio Access Network (RAN) performance byleveraging K-meansjj algorithm and producing an anomaly scoring mechanism. READ MORE