Sökning: "Continuous Log Extraction"

Hittade 3 uppsatser innehållade orden Continuous Log Extraction.

  1. 1. Log Frequency Analysis for Anomaly Detection in Cloud Environments

    Master-uppsats, Blekinge Tekniska Högskola/Institutionen för programvaruteknik

    Författare :Prathyusha Bendapudi; [2024]
    Nyckelord :Log Analysis; Log Frequency Patterns; anomaly detection; machine learning; cloud environments;

    Sammanfattning : Background: Log analysis has been proven to be highly beneficial in monitoring system behaviour, detecting errors and anomalies, and predicting future trends in systems and applications. However, with continuous evolution of these systems and applications, the amount of log data generated on a timely basis is increasing rapidly. LÄS MER

  3. 2. Continuous Event Log Extraction for Process Mining

    Master-uppsats, KTH/Skolan för informations- och kommunikationsteknik (ICT)

    Författare :Henny Selig; [2017]
    Nyckelord :Process Mining; Event Log; Data Convergence and Divergence; Continuous Log Extraction; Case Identification; Process Mining; händelselogg; Data Convergence; Data Divergence; Kontinuerlig loggextraktion; Typfallsidentifiering;

    Sammanfattning : Process mining is the application of data science technologies on transactional business data to identify or monitor processes within an organization. The analyzed data often originates from process-unaware enterprise software, e.g. Enterprise Resource Planning (ERP) systems. LÄS MER

  4. 3. Data Analysis of Minimally-Structured Heterogeneous Logs : An experimental study of log template extraction and anomaly detection based on Recurrent Neural Network and Naive Bayes.

    Master-uppsats, KTH/Skolan för datavetenskap och kommunikation (CSC)

    Författare :Chang Liu; [2016]
    Nyckelord :Data analysis; Log analysis; RNN; Naive Bayes;

    Sammanfattning : Nowadays, the ideas of continuous integration and continuous delivery are under heavy usage in order to achieve rapid software development speed and quick product delivery to the customers with good quality. During the process ofmodern software development, the testing stage has always been with great significance so that the delivered software is meeting all the requirements and with high quality, maintainability, sustainability, scalability, etc. LÄS MER