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Duration 21 hours
Course Outline
Introduction to OpenSearch Scaling Concepts
- Review of OpenSearch architecture and components.
- Understanding scaling dimensions: vertical vs horizontal.
Cluster Architecture and Design Patterns
- Designing large-scale, multi-node clusters.
- Shard allocation, replicas, and fault tolerance.
- Cross-cluster search and replication strategies.
Indexing and Data Management at Scale
- Efficient data ingestion pipelines.
- Managing hot-warm-cold storage tiers.
- Index lifecycle management and rollover policies.
Performance Optimization and Benchmarking
- Measuring and improving query latency and throughput.
- Heap sizing, thread pools, and circuit breakers.
- Using Rally and Performance Analyzer for benchmarking.
Monitoring, Observability, and Alerting
- Monitoring metrics with OpenSearch Dashboards.
- Integration with Prometheus, Grafana, and CloudWatch.
- Building automated alerts for critical thresholds.
Security and Access Control at Scale
- Implementing fine-grained role-based access control.
- Managing certificates and encrypted communication.
- Auditing and compliance best practices.
Scaling in the Cloud with AWS OpenSearch Service
- Automatically scaling clusters with AWS.
- Integrating IAM, VPC, and CloudFormation.
- Hybrid on-premises and AWS OpenSearch federation.
Disaster Recovery, Backup, and Maintenance
- Snapshot and restore strategies.
- Handling node failures and cluster instability.
- Automated cluster maintenance and upgrades.
Summary and Next Steps
Requirements
- Understanding of distributed database concepts.
- Experience with Linux or cloud infrastructure administration.
- Familiarity with REST APIs and JSON data exchange.
Target Audience
- DevOps and Site Reliability Engineers.
- Data Engineers and Backend Developers.
- Cloud Architects managing large-scale search infrastructures.
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3900 € + VAT*
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Testimonials (1)
the trainer was very good and made the training perfect for my needs
