Tag: xgboost
2 posts tagged with "xgboost"
vault
Scaling Inference to 9.8M Events/sec: From XGBoost to Memory-Efficient Layouts
MLOps optimization journey scaling real-time anomaly detection from 100K to 9.8M events/sec through model optimization, batching, and memory layout improvements.
July 20, 2025•4 min read
vault
Anomaly Detection at Scale: Graph-Aware XGBoost for 1.2M Events/sec
Building Trufflow's high-throughput anomaly detection pipeline using graph-aware feature engineering, Polars vectorization, and XGBoost with a 73x accuracy lift over baseline methods.
June 15, 2025•8 min read