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

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