Essays about: "Log File Analysis"
Showing result 1 - 5 of 19 essays containing the words Log File Analysis.
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1. ML enhanced interpretation of failed test result
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This master thesis addresses the problem of classifying test failures in Ericsson AB’s BAIT test framework, specifically distinguishing between environment faults and product faults. The project aims to automate the initial defect classification process, reducing manual work and facilitating faster debugging. READ MORE
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2. Sequential Anomaly Detection for Log Data Using Deep Learning
University essay from Göteborgs universitet/Institutionen för matematiska vetenskaperAbstract : Abstract Software development with continuous integration changes needs frequent testing for assessment. Analyzing the test output manually is time-consuming and automating this process could be beneficial to an organization. READ MORE
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3. Anomaly Detection in Log Files Using Machine Learning Techniques
University essay from Blekinge Tekniska Högskola/Fakulteten för datavetenskaperAbstract : 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
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4. 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 –teknologiAbstract : 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
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5. Automating Log Analysis
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : 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