Jun 30, 2024 · Backend Development

Hot Deployment of User-Implemented Java Interfaces Using Reflection and Spring

This article explains how to let users upload a JAR that implements a given Java interface, then hot‑deploy the new implementation either via reflection or Spring annotation, covering interface definition, code examples, bean registration, removal, and testing.

Backenddependency-injectionhot-deployment

0 likes · 11 min read

Hot Deployment of User-Implemented Java Interfaces Using Reflection and Spring

DataFunSummit

Sep 12, 2023 · Artificial Intelligence

Xiaohongshu Recommendation Engineering Architecture: Graph‑Based Design and Hot‑Deployment Practices

This article presents Xiaohongshu's evolving recommendation system architecture, detailing the challenges of massive user‑generated content, the adoption of a graph‑based Ark framework for modular and scalable business logic, and the implementation of hot‑deployment techniques to accelerate algorithm iteration and reduce downtime.

AIScalabilityarchitecture

0 likes · 12 min read

Xiaohongshu Recommendation Engineering Architecture: Graph‑Based Design and Hot‑Deployment Practices