RCaffe

Tencent Cloud Developer

Jan 17, 2019 · Artificial Intelligence

Deep Learning for Big Data Recommendation Systems: Tencent's Industrial Practice

Tencent’s industrial practice shows how a large‑scale offline‑nearline‑online “Shield” recommendation architecture, powered by the DeepR framework built on RCaffe, uses deep semantic embeddings, massive neural networks and reinforcement‑learning decisions to handle billions of daily requests, demonstrating that data richness and engineering capability, not model depth alone, drive performance in big‑data recommendation systems.