WeChat's Feature Platform For Real-Time Recommender Systems

Wednesday, October 11, 12:40pm - 1:10pm (EDT)

Time shown in-04:00 America, New York

Speaker: Jin Shang

At WeChat, we leverage deep learning based real-time recommender systems for articles, videos, and ads. Our unified feature platform oversees the complete feature lifecycle, encompassing generation, serving, storage, and monitoring. During this talk, I'll introduce our feature platform, emphasizing our Apache Arrow based vectorized feature compute engine for low-latency online serving, and approaches for ensuring online-offline consistency and data integrity.

Add to Calendar 2023/10/11 09:40:00 2023/10/11 10:10:00 America/Los_Angeles WeChat's Feature Platform For Real-Time Recommender Systems Speaker: Jin Shang

At WeChat, we leverage deep learning based real-time recommender systems for articles, videos, and ads. Our unified feature platform oversees the complete feature lifecycle, encompassing generation, serving, storage, and monitoring. During this talk, I'll introduce our feature platform, emphasizing our Apache Arrow based vectorized feature compute engine for low-latency online serving, and approaches for ensuring online-offline consistency and data integrity. false MM/DD/YYYY 60 OPAQUE apQfLtmRnzOiFbgoNmal132273

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