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Course Outline
Introduction to OpenSearch Scaling Concepts for Government
- Overview of OpenSearch architecture and components
- Understanding scaling dimensions: vertical versus horizontal
Cluster Architecture and Design Patterns for Government
- Designing large-scale multi-node clusters
- Shard allocation, replicas, and fault tolerance strategies
- Cross-cluster search and replication methodologies
Indexing and Data Management at Scale for Government
- Development of efficient data ingestion pipelines
- Management of hot-warm-cold storage tiers
- Implementation of index lifecycle management and rollover policies
Performance Optimization and Benchmarking for Government
- Techniques for measuring and improving query latency and throughput
- Configuration of heap sizing, thread pools, and circuit breakers
- Utilization of Rally and Performance Analyzer for benchmarking
Monitoring, Observability, and Alerting for Government
- Monitoring metrics using OpenSearch Dashboards
- Integration with Prometheus, Grafana, and CloudWatch
- Creation of automated alerts for critical thresholds
Security and Access Control at Scale for Government
- Implementation of fine-grained role-based access control
- Management of certificates and encrypted communication protocols
- Best practices for auditing and compliance
Scaling in the Cloud with AWS OpenSearch Service for Government
- Automatic scaling of clusters with AWS
- Integration with IAM, VPC, and CloudFormation
- Hybrid on-premises and AWS OpenSearch federation strategies
Disaster Recovery, Backup, and Maintenance for Government
- Snapshot and restore methodologies
- Handling node failures and cluster instability
- Automated cluster maintenance and upgrade procedures
Summary and Next Steps for Government
Requirements
- A comprehensive understanding of distributed database concepts
- Practical experience in Linux or cloud infrastructure administration
- Proficiency with REST APIs and JSON data exchange
Audience for Government
- DevOps and site reliability engineers responsible for maintaining robust IT systems
- Data engineers and backend developers working on critical government projects
- Cloud architects overseeing large-scale search infrastructures within federal agencies
21 Hours
Testimonials (1)
Got to know new features in OS which I wasn't aware before.
