Sohu Tech Products
Sep 11, 2024 · Backend Development
Optimizing an Audit System Processing Chain for Traffic Spikes Using Chain of Responsibility and Sliding‑Window Detection
To prevent audit pipelines from choking during traffic surges, the article proposes augmenting the classic Chain of Responsibility with a sliding‑window anomaly detector, a statistically‑driven dynamic detector, a rule‑based backflow mechanism, and AI‑powered traffic forecasting, enabling adaptive routing and proactive scaling.
BackendChain of ResponsibilityDesign Patterns
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