Part 3/12:
- AI pattern detection: Algorithms analyzing chart patterns like bullish/bearish formations to support trading strategies.
Ensuring these use cases function reliably at scale requires sophisticated engineering.
Core Challenges in Building a Low-Latency, High-Throughput System
Designing such a system involves overcoming several hurdles:
Latency: Ensuring data reaches the end-user within approximately 200 milliseconds.
Throughput: Handling vast data volumes, especially during high volatility.
Data integrity: Maintaining accuracy and consistency despite massive concurrent streams.
Reliability: Guaranteeing continuous operation with minimal downtime — crucial in trading environments.