Performance & Benchmarks Test Suite

Vectora deve atender todos os SLAs de performance com latência, throughput, utilização de recursos e escalabilidade comprovadas através de benchmarks rigorosos. Esta suite valida que Vectora escala para 50+ usuários simultâneos e mantém p95 latency < 500ms. Cobertura: 80+ testes | Prioridade: ALTA

Query Latency Testing

• Latência p50 < 100ms (12 testes)
• Latência p95 < 500ms (12 testes)
• Latência p99 < 1s (10 testes)
• Warmup vs cold start (8 testes)

Target: p95 < 500ms, p99 < 1s

Embedding Latency

• Embedding single query < 2s (8 testes)
• Batch embeddings < 5s (8 testes)
• Reranking latency < 1s (8 testes)
• Cache hit latency < 50ms (8 testes)

Target: Single < 2s, batch < 5s

Throughput Testing

• Queries/segundo > 100 (10 testes)
• Embeddings/segundo > 50 (8 testes)
• Concurrent users > 50 (10 testes)
• Sustained load testing (8 testes)

Target: > 100 queries/sec sustained

Resource Utilization

• Memory footprint < 500MB (8 testes)
• CPU usage < 50% (8 testes)
• Disk I/O optimized (8 testes)
• Goroutine count stable (8 testes)

Target: < 500MB mem, < 50% CPU

Scalability Testing

• 100 concurrent requests (8 testes)
• 1000 requests/min sustained (8 testes)
• Large result sets (> 1MB) (8 testes)
• Connection pooling efficiency (5 testes)

Target: 100+ concurrent, sustained 1000 req/min

Performance SLAs

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