公开(公告)号：US11449774B2

公开(公告)日：2022-09-20

申请号：US16700651

申请日：2019-12-02

Applicant: Beijing Baidu Netcom Science and Technology Co., Ltd.

Inventor： Xiaoxu Chen ,  Feng Liu ,  Tao Yang ,  Xiang Gao ,  Geng Li ,  Xianghui Zhang

IPC: G06F15/16 ,  G06N5/04 ,  G06N20/00 ,  G06F30/27 ,  H04L67/10 ,  G06F9/50

Abstract: A resource configuration method and apparatus for heterogeneous cloud services are provided. The method may include: establishing a basic model with a general structure for at least two heterogeneous cloud services, where the basic model comprises a trend model and a periodic model; determining a cloud service in the at least two cloud services as a target cloud service, and acquiring a target historical data set of the target cloud service; training the trend model and the periodic model using the target historical data set; generating a target prediction model corresponding to the target cloud service based on the trained trend model and the trained periodic model; and generating, based on the target prediction model, a resource amount demanded by the target cloud service in a future time period, and configuring resources for the target cloud service according to the demanded resource amount.