Essays about: "Log analysis"

Showing result 1 - 5 of 190 essays containing the words Log analysis.

  1. 1. Investigating maintenance costs using response feature analysis

    University essay from Umeå universitet/Institutionen för matematik och matematisk statistik

    Author : Linus Hansson; [2022]
    Keywords : Response feature analysis; longitudinal data; maintenance costs; Response feature analysis; longitudinell data; underhållskostnader;

    Abstract : Svenska Kraftnät (Svk) is responsible for ensuring that Sweden has a safe, sustainable, and cost-effective transmission system for electricity. In an effort to reduce costs, Svk has participated in a study where it has been determined that there are mostly costs for common facilities that stand out cost-wise. READ MORE

  2. 2. Image Augmentation in Generation of Real-Life Disturbances : An Evaluation of Image Augmentation Techniques for Log-end Identification

    University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

    Author : Timothy Lottering; Irfan Omer; [2022]
    Keywords : Augmentation; Model Training; Image Transformations;

    Abstract : Image augmentation is a field that covers the subject area of altering existing data to create more for the use of model training processes. It may be seen as the practice of expanding upon existing data using a range of techniques that employ transformations to improve the diversity of training sets when applied to machine learning. READ MORE

  3. 3. Cooperative security log analysis using machine learning : Analyzing different approaches to log featurization and classification

    University essay from Linköpings universitet/Databas och informationsteknik

    Author : Fredrik Malmfors; [2022]
    Keywords : Machine learning; word embeddings; deep learning; LSTM; CNN; auto encoder; NLP; natural language processing; intrusion detection; log analysis; logs; log classification; anomaly detection; supervised learning; unsupervised learning;

    Abstract : This thesis evaluates the performance of different machine learning approaches to log classification based on a dataset derived from simulating intrusive behavior towards an enterprise web application. The first experiment consists of performing attacks towards the web app in correlation with the logs to create a labeled dataset. READ MORE

  4. 4. Modeling life expectancies : A spatial analysis

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Feliks Sjöblom; Markus Johansson; [2022]
    Keywords : spatial regression; life expectancy; spatial autocorrelation; socioeconomic characteristics; spatial weights;

    Abstract : In the present paper, we examine the effect of socioeconomic characteristics on the life expectancy of men and women in the Stockholm metropolitan area. Detailed individual data allows for a novel approach where observations can be displayed in high resolution. READ MORE

  5. 5. NLP-based Failure log Clustering to Enable Batch Log Processing in Industrial DevOps Setting

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Ali Homayouni; [2022]
    Keywords : natural language processing; failure clustering; nightly testing; industrial devops;

    Abstract : The rapid development, updating, and maintenance of industrial software systems have increased the necessity for software artifact testing. Some medium and large industries are forced to automate the test analysis process due to the proliferation of test data. READ MORE