on-device reranking

DataFunTalk

Feb 17, 2021 · Artificial Intelligence

EdgeRec: Leveraging Edge Computing for Real‑Time Recommendation Systems

This article presents EdgeRec, a comprehensive edge‑computing framework for recommendation systems that redesigns the architecture, introduces on‑device real‑time user perception, proposes a context‑aware reranking model (CRBAN), details on‑device mixing and training pipelines, and demonstrates significant business improvements through extensive experiments and deployments.