ByteDance Terminal Technology
Nov 9, 2021 · Artificial Intelligence
Edge AI Video Preloading: Case Study and Implementation with ByteDance's Client AI Platform
This article presents a comprehensive case study of applying edge AI to video preloading on the Xigua Video platform, detailing scenario analysis, predictive modeling of user behavior, feature engineering, on‑device model inference, dynamic algorithm package deployment, experimental evaluation, and the resulting performance and cost improvements.
A/B testingDynamic DeploymentFeature Engineering
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