Essays about: "ELK stack"

Found 5 essays containing the words ELK stack.

1. 1. A Comparative Analysis of the Ingestion and Storage Performance of Log Aggregation Solutions: Elastic Stack & SigNoz

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

   Author : Robert Duras; [2024]
   Keywords : Elastic Stack; ELK; SigNoz; Beats; Logstash; Elasticsearch; Kibana; OpenTelemetry; ClickHouse; Log; Logging; Log Data; Log Aggregation; Performance; Ingestion; Storage;

   Abstract : As infrastructures and software grow in complexity the need to keep track of things becomes important. It is the job of log aggregation solutions to condense log data into a form that is easier to search, visualize, and analyze. READ MORE

3. 2. A comparative analysis of log management solutions: ELK stack versus PLG stack

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

   Author : Joakim Eriksson; Anawil Karavek; [2023]
   Keywords : ELK; PLG; Log management; Elasticsearch; Logstash; Kibana; Promtail; Loki; Grafana;

   Abstract : Managing and analyzing large volumes of logs can be challenging, and a log management solution can effectively address this issue. However, selecting the right log management solution can be a daunting task, considering various factors such as desired features and the solution's efficiency in terms of storage and resource usage. READ MORE

4. 3. Design and Performance of an Event Handling and Analysis Platform for vSGSN-MME event using the ELK stack

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Vamshi Krishna Bandari Swamy Devender; Sneha Adike; [2019]
   Keywords : ELK stack; Filebeat; Logs; vSGSN-MME; X-Pack.;

   Abstract : Data Logging is the main activity to be considered in maintaining a server or database in working condition without any errors or failures. Data collection can be automatic, so, no human presence is necessary. To store the data of logs for many days and visualizing became a huge problem in recent days. READ MORE

5. 4. Centralized log management for complex computer networks

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Marcus Hanikat; [2018]
   Keywords : Logging ; Log management ; Computer networks ; Centralization ; Security; Loggning ; Log hantering; Datornätverk ; Centralisering ; Säkerhet;

   Abstract : In modern computer networks log messages produced on different devices throughout the network is collected and analyzed. The data from these log messages gives the network administrators an overview of the networks operation, allows them to detect problems with the network and block security breaches. READ MORE

6. 5. Automating debugging through data mining

   University essay from KTH/Data- och elektroteknik

   Author : Julia Thun; Rebin Kadouri; [2017]
   Keywords : Association rule mining; Machine learning; Classification algorithms; Supervised learning; Text mining; Log management and analysis tools; Association rule mining; Maskininlärning; Classification algorithms; Supervised learning; Text mining; Logghanteringsverktyg;

   Abstract : Contemporary technological systems generate massive quantities of log messages. These messages can be stored, searched and visualized efficiently using log management and analysis tools. The analysis of log messages offer insights into system behavior such as performance, server status and execution faults in web applications. READ MORE