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Course Outline
Introduction to OpenSearch Scaling Concepts for Government
- Overview of OpenSearch architecture and components for government
- Understanding scaling dimensions: vertical versus horizontal for government operations
Cluster Architecture and Design Patterns for Government
- Designing large-scale multi-node clusters for government use
- Shard allocation, replicas, and fault tolerance strategies for government systems
- Cross-cluster search and replication strategies for enhanced government data access
Indexing and Data Management at Scale for Government
- Efficient data ingestion pipelines for government datasets
- Managing hot-warm-cold storage tiers to optimize government resource utilization
- Index lifecycle management and rollover policies for government data retention
Performance Optimization and Benchmarking for Government
- Measuring and improving query latency and throughput for government applications
- Heap sizing, thread pools, and circuit breakers to enhance government system performance
- Utilizing Rally and Performance Analyzer for benchmarking government OpenSearch deployments
Monitoring, Observability, and Alerting for Government
- Monitoring metrics with OpenSearch Dashboards for government operations
- Integration with Prometheus, Grafana, and CloudWatch for comprehensive government monitoring
- Building automated alerts for critical thresholds in government systems
Security and Access Control at Scale for Government
- Implementing fine-grained role-based access control for government data
- Managing certificates and encrypted communication for secure government operations
- Auditing and compliance best practices for government regulations
Scaling in the Cloud with AWS OpenSearch Service for Government
- Automating cluster scaling with AWS for government agencies
- Integrating IAM, VPC, and CloudFormation for secure government cloud environments
- Hybrid on-premises and AWS OpenSearch federation for flexible government data management
Disaster Recovery, Backup, and Maintenance for Government
- Snapshot and restore strategies for government data protection
- Handling node failures and cluster instability in government systems
- Automated cluster maintenance and upgrades to ensure continuous government service
Summary and Next Steps for Government
Requirements
- An understanding of distributed database concepts for government applications.
- Experience with Linux or cloud infrastructure administration in a public sector environment.
- Familiarity with REST APIs and JSON data exchange for efficient data management.
Audience
- DevOps and site reliability engineers responsible for government systems.
- Data engineers and backend developers supporting public sector projects.
- Cloud architects managing large-scale search infrastructures for government agencies.
21 Hours
Testimonials (1)
Got to know new features in OS which I wasn't aware before.