# Deployment Architecture This diagram shows the production deployment architecture with load balancing, clustering, and monitoring. ```mermaid graph TB subgraph "Load Balancer" LB[NGINX/Cloudflare] end subgraph "API Server Cluster" direction LR API1[API-1
Orleans Silo
Port: 11111] API2[API-2
Orleans Silo
Port: 11121] API3[API-3
Orleans Silo
Port: 11131] end subgraph "Compute Worker Cluster" direction LR W1[Worker-1
8 CPU Cores
6 Concurrent Jobs] W2[Worker-2
8 CPU Cores
6 Concurrent Jobs] W3[Worker-3
8 CPU Cores
6 Concurrent Jobs] end subgraph "Database Cluster" direction LR DB_MASTER[(PostgreSQL
Master
Job Queue)] DB_REPLICA[(PostgreSQL
Replica
Read Only)] end subgraph "Time Series DB" INFLUX[(InfluxDB
Candles Data)] end subgraph "Monitoring" PROM[Prometheus] GRAF[Grafana] end LB --> API1 LB --> API2 LB --> API3 API1 --> DB_MASTER API2 --> DB_MASTER API3 --> DB_MASTER W1 --> DB_MASTER W2 --> DB_MASTER W3 --> DB_MASTER W1 --> INFLUX W2 --> INFLUX W3 --> INFLUX W1 --> PROM W2 --> PROM W3 --> PROM API1 --> PROM API2 --> PROM API3 --> PROM PROM --> GRAF DB_MASTER --> DB_REPLICA style LB fill:#9B59B6 style API1 fill:#4A90E2 style API2 fill:#4A90E2 style API3 fill:#4A90E2 style W1 fill:#50C878 style W2 fill:#50C878 style W3 fill:#50C878 style DB_MASTER fill:#FF6B6B style INFLUX fill:#FFD93D style PROM fill:#E67E22 style GRAF fill:#E67E22 ``` ## Deployment Components ### Load Balancer - **NGINX/Cloudflare**: Distributes incoming requests across API servers - Health checks and failover support ### API Server Cluster - **3+ Instances**: Horizontally scalable Orleans silos - Each instance handles HTTP requests and Orleans grain operations - Ports: 11111, 11121, 11131 (for clustering) ### Compute Worker Cluster - **3+ Instances**: Dedicated CPU workers - Each worker: 8 CPU cores, 6 concurrent backtests - Total capacity: 18 concurrent backtests across cluster ### Database Cluster - **Master**: Handles all writes (job creation, updates) - **Replica**: Read-only for status queries and reporting ### Monitoring - **Prometheus**: Metrics collection - **Grafana**: Visualization and dashboards