Essays about: "log file"

Showing result 6 - 10 of 36 essays containing the words log file.

  1. 6. Anomaly Detection in Log Files Using Machine Learning Techniques

    University essay from Blekinge Tekniska Högskola/Fakulteten för datavetenskaper

    Author : Lakshmi Geethanjali Mandagondi; [2021]
    Keywords : Anomaly Detection; Log Files; Machine Learning; Clustering; Outlier Detection;

    Abstract : Context: Log files are produced in most larger computer systems today which contain highly valuable information about the behavior of the system and thus they are consulted fairly often in order to analyze behavioral aspects of the system. Because of the very high number of log entries produced in some systems, it is however extremely difficult to seek out relevant information in these files. READ MORE

  3. 7. Mitigating garbage collection in Java microservices : How garbage collection affects Java microservices andhow it can be handled

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Amanda Ericson; [2021]
    Keywords : Garbage collector; Microservice; Docker; docker-compose; CMS; G1GC; Shenandoah GC; ZGC;

    Abstract : Java is one of the more recent programming languages that in runtime free applications from manual memory management by using automatic Garbage collector (GC) threads. Although, at the cost of stop-the-world pauses that pauses the whole application. READ MORE

  4. 8. Automating Log Analysis

    University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

    Author : Sri Sai Manoj Kommineni; Akhila Dindi; [2021]
    Keywords : Anomaly detection; Log analysis; Unsupervised learning;

    Abstract : Background: With the advent of the information age, there are many large numbers of services rising which run on several clusters of computers.  Maintaining such large complex systems is a very difficult task. Developers use one tool which is common for almost all software systems, they are the console logs. READ MORE

  5. 9. Evaluating the use of Machine Learning for Fault Detection using Log File Analysis

    University essay from Mittuniversitetet/Institutionen för informationssystem och –teknologi

    Author : Rosen Nikolaev Tenov; [2021]
    Keywords : Machine learning; fault detection; log file; artificial neural network; Maskininlärning; feldetektering; loggfil; artificiellt neuralt nätverk;

    Abstract : Under de senaste åren fick maskininlärning mer och mer popularitet i samhället. Den implementeras i stor utsträckning inom många datavetenskapliga områden, t.ex. igenkänning av tal, video, objekt, sentimentanalys osv. READ MORE

  6. 10. Anomaly Detection in Log Files Using Machine Learning

    University essay from Luleå tekniska universitet/Institutionen för system- och rymdteknik

    Author : Philip Björnerud; [2021]
    Keywords : Anomaly detection; Log files; Data representation; Machine learning; Clustering;

    Abstract : Logs generated by the applications, devices, and servers contain information that can be used to determine the health of the system. Manual inspection of logs is important, for example during upgrades, to determine whether the upgrade and data migration were successful. READ MORE