🏠 Strona Główna
Benchmarki
📊 Wszystkie benchmarki 🦖 Dinozaur v1 🦖 Dinozaur v2 ✅ Aplikacje To-Do List 🎨 Kreatywne wolne strony 🎯 FSACB - Ostateczny pokaz 🌍 Benchmark tłumaczeń
Modele
🏆 Top 10 modeli 🆓 Darmowe modele 📋 Wszystkie modele ⚙️ Kilo Code
Zasoby
💬 Biblioteka promptów 📖 Słownik AI 🔗 Przydatne linki
advanced

Real-time Fraud Detection with CEP

#stream-processing #fintech #algorithms #real-time

Implement complex event processing logic for financial fraud.

Design a Complex Event Processing (CEP) query to detect potential credit card fraud in a real-time transaction stream. The logic should flag an account if: 1) Three transactions occur in different countries within 10 minutes, OR 2) A single transaction exceeds the user's average historical transaction amount by 5 standard deviations and occurs between 2 AM and 4 AM local time. Define the input event schema and the stateful windowing logic required to maintain historical aggregates efficiently.