NEAR REAL-TIME FEATURE SIMULATION FOR ONLINE/OFFLINE POINT-IN-TIME DATA PARITY

    公开(公告)号:EP4446950A1

    公开(公告)日:2024-10-16

    申请号:EP24166265.9

    申请日:2024-03-26

    申请人: eBay Inc.

    IPC分类号: G06N20/00

    摘要: Near real-time feature simulation for online/offline point-in-time data parity is described. A computing device may assign, to respective events from a series of events, a series of time stamps associated with a near real-time (NRT) variable. The computing device may simulate a delay latency associated with processing the respective events via an online processing environment based on the series of time stamps. The computing device may provide the series of events and the simulated delay latency to a machine-learning model configured to model an outcome of the series of events using the simulated delay latency.