Blog Post··4 min read
ML System Design: Real-Time ML
Fraud, anomaly detection, and real-time bidding share three enemies: a tight latency SLA, concept drift, and extreme class imbalance. How production systems handle all three at once.
Fraud, anomaly detection, and real-time bidding share three enemies: a tight latency SLA, concept drift, and extreme class imbalance. How production systems handle all three at once.