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公开(公告)号:US11449774B2
公开(公告)日:2022-09-20
申请号:US16700651
申请日:2019-12-02
Inventor: Xiaoxu Chen , Feng Liu , Tao Yang , Xiang Gao , Geng Li , Xianghui Zhang
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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92.
公开(公告)号:US11449558B2
公开(公告)日:2022-09-20
申请号:US17208211
申请日:2021-03-22
Inventor: Mingyang Dai
IPC: G06F16/9035 , G06F16/906 , G06F16/9038 , G06F16/9536 , G06F16/901
Abstract: A relationship network generation method and device, electronic apparatus, and a storage medium are provided, which are related to big data processing. In an implementation, at least one historical text data corresponding to N users within a preset duration is acquired, where N is an integer greater than or equal to 1; sampling is performed on at least one historical text data corresponding to the N users to obtain the sampled text data respectively corresponding to the N users; semantic vectors corresponding to the N users respectively are determined based on the sampled text data corresponding to the N users respectively, and a semantic relationship network involving the N users is generated based on the semantic vectors corresponding to the N users respectively.
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公开(公告)号:US11444861B2
公开(公告)日:2022-09-13
申请号:US16676028
申请日:2019-11-06
Inventor: Yajing Chen , Bing Huang , Qingzhi Zhou , Shaoyan Wang
IPC: H04L43/0876 , H04L43/062
Abstract: Embodiments of the present disclosure relate to a method and apparatus for detecting traffic. The method includes: acquiring traffic information of at least two dimensions of a target IP; determining whether the traffic information of the at least two dimensions contains traffic information exceeding an abnormal traffic threshold of a corresponding dimension of the target IP; and in response to determining that the traffic information of the at least two dimensions contains the traffic information exceeding the abnormal traffic threshold of the corresponding dimension, determining that the traffic of the target IP is abnormal.
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公开(公告)号:US11436540B2
公开(公告)日:2022-09-06
申请号:US16722649
申请日:2019-12-20
Inventor: Guangyao Han , Xingbo Chen , Guobin Xie , Yanjiang Liu , Fu Qu , Liqiang Xue , Jin Zhang , Wenjing Qin , Xiaolan Luo , Hongjiang Du , Zeqing Jiang
Abstract: Embodiments of the present disclosure relate to a method and apparatus for generating information. The method may include: receiving a modeling request; determining a target number of initial machine learning pipelines according to a type of training data and a model type; and executing following model generation steps using the target number of initial machine learning pipelines: generating a target number of new machine learning pipelines based on the target number of initial machine learning pipelines; performing model training based on the training data, the target number of initial machine learning pipelines, and the target number of new machine learning pipelines, to generate trained models; evaluating the obtained trained models respectively according to the evaluation indicator; determining whether a preset training termination condition is reached; and determining, in response to determining the preset training termination condition being reached, a target trained model from the obtained trained models according to evaluation results.
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95.
公开(公告)号:US11436409B2
公开(公告)日:2022-09-06
申请号:US16458427
申请日:2019-07-01
Inventor: Zhipeng Wu , Zhihua Wang , Tianxing Yang
IPC: G06F40/253 , G06F40/295 , G06F40/232 , G06F40/30
Abstract: Embodiments disclose a method and apparatus for updating subject name information of a target information source. A specific embodiment of the method includes: acquiring at least one subject name from to-be-processed information; matching, for a subject name in the at least one subject name, the subject name with pre-acquired at least one initial information source subject name, and setting a weight for the subject name based on a matching result; and sorting the subject name in the at least one subject name and an initial information source subject name in the at least one initial information source subject name according to the weight to obtain updated at least one initial information source subject name.
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公开(公告)号:US11429680B2
公开(公告)日:2022-08-30
申请号:US16234337
申请日:2018-12-27
Inventor: Hao Tian , Daren Li , Bo Huang , Dai Dai , Chengxiang Liu , Anjun Wei , Kexin Ren , Haiguang Yuan
IPC: G06F16/00 , G06F16/953 , G06F16/33 , G06F16/31 , G06F16/174
Abstract: Embodiments of the present disclosure disclose a method and apparatus for subscribing to a topic. The method includes: matching a persistent topic for a retrieval keyword based on the retrieval keyword of a user combined with at least one of historical behavior or a subscription record of the user; returning the persistent topic to a client for display, so that the user performs subscription; and saving the persistent topic subscribed to by the user, and when a matching resource corresponding to the persistent topic subscribed to by the user is updated, recommending the updated matching resource to the user. Since a recommendation strategy can be timely adjusted according to real-time behavior of a user combined with historical behavior, the probability of hitting a topic of interest to the user is increased.
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公开(公告)号:US20220270289A1
公开(公告)日:2022-08-25
申请号:US17743402
申请日:2022-05-12
Inventor: Wei Zhang , Xiaoqing Ye , Xiao Tan , Hao Sun , Shilei Wen , Hongwu Zhang , Errui Ding
IPC: G06T7/73 , G06T7/194 , G06T7/593 , H04N13/128
Abstract: A method and device for detecting a vehicle pose, relating to the fields of computer vision and automatic driving. The specific implementation solution comprises: inputting a vehicle left view point image and a vehicle right view point image into a part prediction and mask segmentation network model, and determining foreground pixel points and part coordinates thereof in a reference image; converting coordinates of the foreground pixels in the reference image into coordinates of the foreground pixels in a camera coordinate system so as to obtain a pseudo-point cloud, and fusing part coordinate of the foreground pixels and the pseudo-point cloud to obtain fused pseudo-point cloud; and inputting the fused pseudo-point cloud into a pre-trained pose prediction model to obtain a pose information of the vehicle to be detected.
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公开(公告)号:US11416967B2
公开(公告)日:2022-08-16
申请号:US17024253
申请日:2020-09-17
Inventor: Chao Li , Shilei Wen , Errui Ding
Abstract: Embodiments of the present disclosure provide a video processing method, a video processing device and a related non-transitory computer readable storage medium. The method includes the following. Frame sequence data of a low-resolution video to be converted is obtained. Pixel tensors of each frame in the frame sequence data are inputted into a pre-trained neural network model to obtain high-resolution video frame sequence data corresponding to the video to be converted output by the neural network model. The neural network model obtains the high-resolution video frame sequence data based on high-order pixel information of each frame in the frame sequence data.
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公开(公告)号:US11416283B2
公开(公告)日:2022-08-16
申请号:US16503145
申请日:2019-07-03
Inventor: Weikang Gao , Yanlin Wang , Yue Xing , Jianwei Zhang , Yi Cheng
IPC: G06F9/48 , G06F9/50 , G06F9/54 , G06F9/4401 , G06F9/455
Abstract: A method and apparatus for processing stream data are provided. The method may include: acquiring a to-be-adjusted number of target execution units, the target execution unit referring to a unit executing a target program segment in a stream computing system; adjusting a number of the target execution units in the stream computing system based on the to-be-adjusted number; determining, for a target execution unit in at least one target execution unit after the adjustment, an identifier set corresponding to the target execution unit, an identifier in the identifier set being used to indicate to-be-processed data; and processing, through the target execution unit, the to-be-processed data indicated by the identifier in the corresponding identifier set.
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公开(公告)号:US11412024B2
公开(公告)日:2022-08-09
申请号:US16675810
申请日:2019-11-06
Inventor: Yongqiang Wu , Yixing Sun , Tai Wang
IPC: H04L65/80 , H04L47/125 , H04L47/24 , H04L65/61 , H04L67/1008 , H04L67/101 , H04L67/141 , H04L67/5681 , H04L69/40
Abstract: Embodiments of the present disclosure relate to a method, apparatus, electronic device for determining an access path of a content delivery network, and a computer readable medium. A method may include: acquiring, in response to determining that an edge node receiving a user request fails to cache a requested resource, access performance information of each node in the content delivery network, and determining a target path from the edge node receiving the user request via a preset node corresponding to a requested target source station in the content delivery network to the target source station based on the access performance information of the each node in the content delivery network, where the preset node pre-establishes a connection with the requested target source station, and a distance between the preset node and the target source station meets a preset distance condition.
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