In the era of big data, web platforms face unprecedented challenges in managing real-time information streaming and high-volume transactional logs. As millions of global users demand instantaneous updates, the underlying infrastructure must be engineered for zero latency, ironclad security, and structural fault tolerance. This is especially critica