Invention Grant
- Patent Title: Resource configuration method and apparatus for heterogeneous cloud services
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Application No.: US16700651Application Date: 2019-12-02
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Publication No.: US11449774B2Publication Date: 2022-09-20
- Inventor: Xiaoxu Chen , Feng Liu , Tao Yang , Xiang Gao , Geng Li , Xianghui Zhang
- Applicant: Beijing Baidu Netcom Science and Technology Co., Ltd.
- Applicant Address: CN Beijing
- Assignee: Beijing Baidu Netcom Science and Technology Co., Ltd.
- Current Assignee: Beijing Baidu Netcom Science and Technology Co., Ltd.
- Current Assignee Address: CN Beijing
- Agency: Nixon Peabody LLP
- Priority: CN201910531492.X 20190619
- Main IPC: G06F15/16
- 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.
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