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Snowball Engineer Team
Snowball Engineer Team
Apr 11, 2022 · Artificial Intelligence

Design and Implementation of Snowball's Model Feature Management Platform

The article presents Snowball's model feature platform, detailing its motivation, architecture, feature lifecycle management, online engine design, optimization techniques, and the resulting improvements in feature iteration speed, reuse, and system stability for recommendation and search services.

feature engineeringfeature managementmachine learning
0 likes · 16 min read
Design and Implementation of Snowball's Model Feature Management Platform
Ctrip Technology
Ctrip Technology
Jun 11, 2018 · Artificial Intelligence

Ctrip Model Engine Platform: An Integrated End‑to‑End Service for Real‑Time AI Model Deployment

The article introduces Ctrip’s Model Engine Platform, a comprehensive system that streamlines feature preparation, engineering, model management, and product orchestration to enable fast, reliable real‑time AI model serving across various business scenarios, while addressing common challenges such as manual data handling, offline‑only prediction, and long development cycles.

AI platformCtripfeature management
0 likes · 15 min read
Ctrip Model Engine Platform: An Integrated End‑to‑End Service for Real‑Time AI Model Deployment