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.

公开(公告)号：US11704157B2

公开(公告)日：2023-07-18

申请号：US17022026

申请日：2020-09-15

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Chaoping Ji ,  Xiaoxu Chen ,  Tao Yang ,  Xiang Gao

IPC: G06F9/50

CPC classification number: G06F9/5027 ,  G06F9/5072 ,  G06F9/5077 ,  G06F2209/5021 ,  G06F2209/5022

Abstract: Embodiments of the present disclosure disclose a method and apparatus for acquiring information. The method may include: acquiring cloud resource use information; comparing the cloud resource use information with a use rate threshold value, to obtain a comparison result; obtaining use state information of a cloud resource corresponding to the cloud resource use information according to the comparison result; and generating cloud resource state information based on the use state information.

公开(公告)号：US11474856B2

公开(公告)日：2022-10-18

申请号：US17030162

申请日：2020-09-23

Applicant: BEIJING BAIDU NETCOM SCIENCE AND TECHNOLOGY CO., LTD.

Inventor： Xiaoxu Chen ,  Zhiyuan Zhang ,  Feng Liu ,  Tao Yang ,  Xiang Gao

IPC: G06F9/46 ,  G06F9/48 ,  G06F9/50

Abstract: Embodiments of the present disclosure relate to a method and apparatus for generating information. The method may include: acquiring at least one to-be-processed service and at least one piece of relationship information, the relationship information being used to represent an execution order between two to-be-processed services in the at least one to-be-processed service; constructing a directed graph with a to-be-processed service in the at least one to-be-processed service as a point and with a piece of relationship information in the at least one piece of relationship information as a directed edge; and generating execution order information of the to-be-processed service in the at least one to-be-processed service according to the directed graph.