3.0 KiB
3.0 KiB
Cost Optimization Guide
Date: 2025-01-27 Purpose: Guide for optimizing infrastructure and operational costs Status: Complete
Overview
This guide provides strategies for optimizing costs across the integrated workspace while maintaining performance and reliability.
Cost Optimization Strategies
1. Infrastructure Consolidation
Target: 30-40% cost reduction
Actions:
- Shared Kubernetes clusters
- Shared database services
- Unified monitoring stack
- Consolidated storage
Benefits:
- Reduced infrastructure overhead
- Better resource utilization
- Lower operational costs
2. Resource Right-Sizing
Strategy: Match resources to actual needs
Actions:
- Monitor resource usage
- Adjust based on metrics
- Use auto-scaling
- Remove unused resources
Tools:
- Cloud cost management tools
- Resource monitoring
- Usage analytics
3. Reserved Instances
Strategy: Commit to long-term usage
Actions:
- Identify stable workloads
- Purchase reserved instances
- Use spot/preemptible for dev
- Optimize commitment terms
Savings: 30-70% on committed resources
4. Auto-Scaling
Strategy: Scale resources based on demand
Benefits:
- Pay only for what you use
- Handle traffic spikes
- Optimize for cost
Implementation:
autoscaling:
minReplicas: 2
maxReplicas: 10
targetCPUUtilizationPercentage: 70
Cost Monitoring
Key Metrics
Track:
- Infrastructure costs per project
- Resource utilization
- Cost per transaction/user
- Cost trends over time
Cost Allocation
By Project:
- Tag resources by project
- Track costs per project
- Allocate shared costs
By Environment:
- Separate dev/staging/prod costs
- Optimize dev/staging
- Monitor production costs
Optimization Areas
Compute
- Right-size instances
- Use auto-scaling
- Spot instances for dev
- Container optimization
Storage
- Lifecycle policies
- Compression
- Archive old data
- Optimize storage classes
Network
- Optimize data transfer
- Use CDN
- Minimize cross-region traffic
- Compress data
Database
- Right-size instances
- Use read replicas
- Optimize queries
- Archive old data
Cost Optimization Checklist
Immediate Actions
- Review current costs
- Identify unused resources
- Right-size instances
- Enable auto-scaling
Short-Term Actions
- Consolidate infrastructure
- Optimize storage
- Use reserved instances
- Implement cost monitoring
Long-Term Actions
- Continuous optimization
- Cost allocation by project
- Regular cost reviews
- Cost forecasting
Expected Savings
Infrastructure Consolidation
- Target: 30-40% reduction
- Timeline: 3-6 months
- Method: Shared services
Resource Optimization
- Target: 20-30% reduction
- Timeline: Ongoing
- Method: Right-sizing, auto-scaling
Reserved Instances
- Target: 30-70% on committed resources
- Timeline: 1-3 years
- Method: Long-term commitments
Last Updated: 2025-01-27