Performance optimization

Optimal Configuration

For Real-Time Applications:

• Batch Size: 100-200 events
• Linger Time: 500-1000ms
• Response Time: < 1 second
• Async Processing: Enabled

For High-Volume Scenarios:

• Batch Size: 400-500 events (maximum)
• Linger Time: 2000-5000ms
• Response Time: 3-5 seconds
• Overflow Protection: Enabled

For Balanced Scenarios:

• Batch Size: 250 events
• Linger Time: 1500-2000ms
• Response Time: 2-3 seconds
• Async Processing: Enabled

Throughput Scenarios

Low Volume (100-500 events/minute):

• Expected latency: 5-30 seconds
• Batch configuration: Size 100, Linger 2000ms
• No special optimization needed

Medium Volume (500-5,000 events/minute):

• Expected latency: 2-10 seconds
• Batch configuration: Size 250, Linger 1500ms
• Implement connection pooling

High Volume (5,000+ events/minute):

• Expected latency: < 5 seconds
• Batch configuration: Size 500, Linger 1000ms
• Enable overflow protection
• Implement horizontal scaling

Resource Optimization

Network Optimization

• Use connection pooling to reuse connections
• Enable HTTP keep-alive
• Implement batch processing to reduce requests
• Use appropriate buffer sizes

Server Optimization

• Use async/await or threading for concurrent request handling
• Implement connection pooling to database
• Cache frequently accessed data
• Monitor CPU and memory usage

Database Optimization

• Index eventBatchId for quick duplicate checks
• Use batch inserts for multiple events
• Archive old events to maintain query performance
• Implement connection pooling