These simple demonstrations showcase how stream processing can be applied in industry use cases, such as monitoring stock market activities for anomalies and compliance issues.
All you need is a RisingWave instance and a Python environment to run these demos.
-
Market data enhancement and transformation: Transform and process raw market data to gain real-time insights into market trends.
-
Market and trade surveillance: Monitor trading activities in real-time to flag suspicious patterns and anomalies.
-
Risk and position analysis: Track individual bets or trades in real-time to manage exposure and risk.
-
User betting behavior analysis: Analyze users' betting patterns to identify high-risk bettors.
- Inventory management and demand forecast: Prevent stock shortages and optimize restocking schedules by tracking inventory levels and forecasting demand.