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Duration 21 hours
Course Outline
Introduction
- General perspective on the Elastic Stack (ELK)
ELK Stack Architecture and Current Environment Assessment
- Assessment of Altor CB's existing architecture
- Core ELK components: Elasticsearch, Logstash, Kibana, and Beats
- Distinguishing between Ingest nodes and Logstash
- Scalability and performance factors in on-premise deployments
- Best practices for administration
Beats – Distributed Monitoring Solutions
- Configuration and deployment of Filebeat, Auditbeat, Winlogbeat, and Packetbeat
- Implementing secure data transmission via SSL
- Comparing preconfigured modules with custom input sources
- Integration strategies with Logstash and Ingest Pipelines
Log Parsing and Ingestion from Applications and Databases
- Ingestion of custom application logs
- Leveraging Logstash for data parsing and transformation processes
- Application of filters: grok, dissect, kv, mutate, and date
- Database connectivity (Oracle, PostgreSQL, SQL Server) via the JDBC input plugin
- Practical scenarios: handling error logs, audit trails, traces, and slow queries
Advanced Search Techniques and Regular Expressions
- Complex search syntax within Kibana
- Application of regular expressions (regex)
- Constructing filters using OR/AND logic combinations
- Navigating nested fields and arrays
- Storing reusable queries and filter configurations
Custom Dashboards and Visualizations in Kibana
- Exploring visualization types: bar charts, line graphs, maps, and tables
- Utilizing aggregations and key metrics
- Implementing dynamic filters, controls, and drill-down capabilities
- Strategies for dashboard sharing
- Practical exercises: building dashboards from database and system logs
Alerting Mechanisms and Email Notifications
- Overview of Watcher and alternative tools (ElastAlert, Kibana Alerts)
- Defining custom conditions and trigger events
- Configuring email output channels
- Hands-on exercise: triggering alerts upon detecting critical events in Windows or database logs
User and Permission Administration
- Introduction to X-Pack features and available free options
- Creating and managing users and roles
- Access control tailored to indices, dashboards, and specific queries
- Exercise: establishing roles for audit and operations teams
Elasticsearch REST API
- Foundational concepts of the Elasticsearch RESTful API
- Executing GET and POST queries
- Manual and automated indexing procedures
- Leveraging tools such as curl and Postman
- Practical exercises: searching, inserting, deleting, and updating documents
Requirements
- A solid grasp of fundamental ELK Stack architecture and its core components
- Hands-on experience with log ingestion and visualization using Kibana and Logstash
- Proficiency with the Linux command line and basic scripting principles
Target Audience
- System administrators
- Infrastructure engineers
- Technical teams aiming to enhance their log centralization capabilities
Testimonials (2)
The theoretical material shown and the detail of the practices
CESAR - ALTOR CASA DE BOLSA
Course - Advanced ELK Stack for Log Management and Centralization
Machine Translated
the teachers' attitude of wanting to help us with our doubts
Roberto - ALTOR CASA DE BOLSA
Course - Advanced ELK Stack for Log Management and Centralization
Machine Translated