Design Patterns for Cloud-Native Microservices in High-Traffic Web Platforms

Abstract

Author(s): Priya Patel, Fatima Bennett, Hannah Khalil. This study explores design patterns for cloud-native microservices in high-traffic web platforms with a focus on practical engineering trade-offs in modern cloud-native environments. We present an implementation-driven methodology, reference architectures, and evaluation criteria that teams can adopt in software architecture programs. Results highlight measurable improvements in reliability, security posture, and end-user performance when the proposed practices are applied.