Essays about: "Filip Wessman"

Found 1 essay containing the words Filip Wessman.

  1. 1. Advanced Algorithms for Classification and Anomaly Detection on Log File Data : Comparative study of different Machine Learning Approaches

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Filip Wessman; [2021]
    Keywords : Machine Learning ML ; K-Means; Principal Component Analysis PCA ; XGBoost; Log data; Anomaly Detection; Outlier Detection; Clustering.;

    Abstract : Background: A problematic area in today’s large scale distributed systems is the exponential amount of growing log data. Finding anomalies by observing and monitoring this data with manual human inspection methods becomes progressively more challenging, complex and time consuming. This is vital for making these systems available around-the-clock. READ MORE