Cloud affinity based on evaluation of static and dynamic workload characteristics

    公开(公告)号:US11928513B1

    公开(公告)日:2024-03-12

    申请号:US18089750

    申请日:2022-12-28

    IPC分类号: G06F9/50 G06F9/38

    摘要: Mechanisms are provided for scheduling a workload in a cloud computing system. A cloud affinity factor (CAF) computer model is trained, via a machine learning process based on a training dataset comprising static characteristics of a workload binary for a workload, and dynamic characteristics corresponding to historical performance data for the workload, such that the trained CAF computer model predicts a performance classification for a given workload binary. The trained CAF computer model processes a new workload to generate a performance classification for the new workload. Cloud affinity factor(s) are generated based on the performance classification for the new workload. Node affinity and dispatch rule(s) are applied to the cloud affinity factor(s) to select one or more nodes of the cloud computing system to which to dispatch the workload. The workload is then scheduled on the selected one or more nodes.

    UTILIZING A STRUCTURED AUDIT LOG FOR IMPROVING ACCURACY AND EFFICIENCY OF DATABASE AUDITING

    公开(公告)号:US20230315715A1

    公开(公告)日:2023-10-05

    申请号:US17708440

    申请日:2022-03-30

    IPC分类号: G06F16/23

    CPC分类号: G06F16/2365

    摘要: A computer-implemented method, system and computer program product for improving accuracy and efficiency of auditing databases. A table, list or index of a database is analyzed to identify metadata, which includes time series data, user data, an Internet Protocol address and operation data. The identified metadata is associated with the corresponding record or row of the table, list or index from which the metadata was extracted. A determination is then made as to whether to record a raw data image associated with the record or row of the analyzed table, list or index based on the corresponding data operation. The identified metadata as well as the recorded data images, if any, are stored in a structured audit log. Auditing information is then obtained from a structured audit log based on matching the record or row identifier (RID) associated with the query with the RID associated with the structured audit log.

    DYNAMIC CUE GENERATION FOR LANGUAGE LEARNING

    公开(公告)号:US20230290261A1

    公开(公告)日:2023-09-14

    申请号:US17653905

    申请日:2022-03-08

    IPC分类号: G09B7/04 G09B19/06

    CPC分类号: G09B7/04 G09B19/06

    摘要: A method, system, and computer program product for dynamic cue generation for language learning are provided. The method identifies one or more listener actions for a listener engaged in listening learning. Based on the one or more listener actions, a language level of the listener is determined. A set of prompt metrics are generated based on the language level and the one or more listener actions. A set of audio stream levels is generated based on the set of prompt metrics. The method selects an audio stream level for a listening prompt, where the audio stream level is selected from the set of audio stream levels based on the language level of the listener.

    PROXIMITY POSITIONING
    5.
    发明申请

    公开(公告)号:US20220116739A1

    公开(公告)日:2022-04-14

    申请号:US17068862

    申请日:2020-10-13

    IPC分类号: H04W4/02 H04W4/80 G01S5/02

    摘要: Software for proximity positioning that performs the following operations: (i) receiving at least one parameter via an advertising channel of a first protocol, wherein the at least one parameter is encoded in an advertising packet of the first protocol, and wherein the first protocol supports a first proximity positioning technology; (ii) extracting the encoded at least one parameter from the advertising packet; and (iii) performing, by a second proximity positioning technology different from the first proximity positioning technology, a measurement of distance based, at least in part, on the at least one parameter.

    De-duplication of data in executable files in a container image

    公开(公告)号:US11947498B2

    公开(公告)日:2024-04-02

    申请号:US17663182

    申请日:2022-05-12

    IPC分类号: G06F16/00 G06F16/174

    CPC分类号: G06F16/1756

    摘要: Methods, systems, and computer program products for de-duplicating data in executable files in a container image are disclosed. The method may include receiving a request to read a file in a first layer in a container image including a plurality of layers, wherein the file is a delta file which is from an updated executable file based on a base executable file, the base executable file is in a lower layer than the first layer in the container image, and the delta file includes block mappings between the updated executable file and the base executable file and different data between the two files, and blocks included in the two files are based on respective file structure. The method may also include restoring the updated executable file based on the delta file and the base executable file. The method may further include returning data in the updated executable file.

    BROADCAST MESSAGE TRANSMISSION
    10.
    发明申请

    公开(公告)号:US20200092826A1

    公开(公告)日:2020-03-19

    申请号:US16571716

    申请日:2019-09-16

    摘要: A method, system and computer program product for wireless transmission of a broadcast message to a destination address that includes receiving, by one or more processors on a first device, a first broadcast message from a second device including a wireless-enabled device operating on a Low Energy (LE) advertising channel, the first broadcast message includes transmission power information associated with the second device, transmission data, and a destination address, determining, by the one or more processors, a Received Signal Strength Indication (RSSI) of the first device, and based on the determined RSSI of the first device and the transmission power information associated with the second device, sending, by the one or more processors, the transmission data to the destination address.