From 0bf73b454c1004d5383309b0d61ee6ec030e5606 Mon Sep 17 00:00:00 2001 From: Jordan Robinson Date: Sun, 19 Oct 2025 15:39:26 +0100 Subject: [PATCH] add capacity planning and scaling document template --- README.md | 1 + .../capacity-planning-scaling-document.md | 137 ++++++++++++++++++ 2 files changed, 138 insertions(+) create mode 100644 templates/capacity-planning-scaling-document.md diff --git a/README.md b/README.md index 82bd61841eed1c5de93616a851e9d8d9c9e80178..ff6c5acec6ba1a2d036a8e7bb6aa5cd249567768 100644 --- a/README.md +++ b/README.md @@ -12,3 +12,4 @@ Comprehensive collection of templates for solutions design, architecture decisio * Runbook / Operations Guide * Code Review Standards & Guidelines * Technical Debt Registry +* Capacity Planning & Scaling Document \ No newline at end of file diff --git a/templates/capacity-planning-scaling-document.md b/templates/capacity-planning-scaling-document.md new file mode 100644 index 0000000000000000000000000000000000000000..f0572421942ec79fae58c84d64031ef5c3204c94 --- /dev/null +++ b/templates/capacity-planning-scaling-document.md @@ -0,0 +1,137 @@ +# Capacity Planning & Scaling Document + +## Current State Assessment + +### System Metrics (as of [Date]) +- Current daily active users +- Peak requests per second (RPS) +- Average response time (p50/p95/p99) +- Error rate +- Data storage used +- Resource utilization (CPU, memory, disk) + +### Infrastructure Details +- Number of application servers +- Database configuration (replicas, shards, etc.) +- Cache configuration +- CDN/load balancer setup +- Region/availability zone setup + +## Growth Projections + +### Forecasted Growth +- User growth rate +- Expected peak RPS in 3/6/12 months +- Data growth projections +- Usage pattern changes expected + +### Traffic Patterns +- Daily peaks and troughs +- Seasonal variations +- Special events that cause spikes + +## Scaling Limits + +### Current Bottlenecks +- What limits us today? + - Database connection pool + - Memory constraints + - I/O limitations + - External service rate limits + - Network bandwidth + +### Projected Capacity Headroom +- How long until we hit limits (in months)? +- When do we need to take action? +- Action items and timeline + +## Scaling Strategies + +### Horizontal Scaling +**Application Layer:** +- Load balancing strategy +- Session management approach +- Stateless design requirements +- Max number of instances + +**Database Layer:** +- Replication approach +- Read replicas strategy +- Sharding approach (if needed) +- Consistency model + +**Cache Layer:** +- Cache distribution strategy +- Eviction policy +- Warming strategy + +### Vertical Scaling +- Current instance size +- Available larger instances +- When horizontal scaling isn't enough +- Cost implications + +### Feature-Level Scaling +- Feature flags for traffic shaping +- Graceful degradation strategies +- Circuit breakers +- Rate limiting approach + +## Infrastructure Upgrades + +### Immediate (0-3 months) +| Item | Current | Upgrade | Timeline | Cost | +|------|---------|---------|----------|------| +| [Item 1] | [Current] | [New] | [When] | [Cost] | + +### Medium-term (3-6 months) +| Item | Current | Upgrade | Timeline | Cost | +|------|---------|---------|----------|------| +| [Item 1] | [Current] | [New] | [When] | [Cost] | + +### Long-term (6-12 months) +| Item | Current | Upgrade | Timeline | Cost | +|------|---------|---------|----------|------| +| [Item 1] | [Current] | [New] | [When] | [Cost] | + +## Performance Optimization Opportunities +- Low-hanging fruit for improvement +- Estimated impact of each optimization +- Timeline for implementation + +## Cost Implications +- Current monthly infrastructure cost +- Projected cost increase with growth +- Cost optimization strategies +- ROI of scaling investments + +## Testing & Validation + +### Load Testing Plan +- How to simulate projected load +- Testing methodology +- Key metrics to measure +- Acceptable failure modes + +### Staging Validation +- How to test scaling procedures in staging +- Frequency of capacity tests +- Rollback procedures + +## Monitoring & Alarms + +### Early Warning Indicators +- Metrics that signal capacity issues +- Alert thresholds +- Action triggers + +### Post-Scaling Validation +- Metrics to verify scaling was successful +- Dashboard updates needed +- Communication to stakeholders + +## Owner & Review +- Owner: [Team/Person] +- Last reviewed: [Date] +- Next review: [Date] +- Previous versions/history: [Links] \ No newline at end of file