ACTIONABLE INSIGHTS FOR PERFORMANCE OF WEB PRODUCTS IN DATABASE SYSTEMS

    公开(公告)号:US20210232487A1

    公开(公告)日:2021-07-29

    申请号:US16773946

    申请日:2020-01-27

    Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating actionable insights for performance of web products in database systems according to one embodiment. In one embodiment and by way of example, a method includes dynamically running simulation of modifications to performance factors associated with a web product, and collecting actionable insights associated with the performance factors based on one or more of cost-benefit ratings of the performance factors, one or more delivery platforms, one or more device types. The method may further include recommending, based on the actionable insights, one or more adjustments to one or more of the performance factors to enhance performance of the web product, and facilitating, based on the recommendations, the one or more adjustments to one or more virtual knobs corresponding to the one or more performance factors to facilitate one or more modifications to one or more metrics to enhance the performance of the web product.

    AUTOMATED OPERATING SYSTEM PATCHING USING AUTO SCALING GROUP AND PERSISTENT VOLUMES

    公开(公告)号:US20210232431A1

    公开(公告)日:2021-07-29

    申请号:US16750257

    申请日:2020-01-23

    Abstract: Systems and methods for updating an Operating System (OS) using cloud-based resources are described. A server computing system enables an auto-scaling group (ASG) to launch one or more instances based on a first machine image. The first machine image associated with a first Operating System (OS). The ASG is associated with a stateful service and configured with a resource tag having a value similar to a value assigned to the stateful service. The computer system receives a second machine image associated with a second OS generated based on the first OS. The computer system enables the ASG to terminate the one or more instances launched based on the first machine image and to launch one or more instances based on the second machine image. The instances launched based on the first machine image and based on the second machine image are associated with persistent volumes.

    Automatic user interface data generation

    公开(公告)号:US11074044B1

    公开(公告)日:2021-07-27

    申请号:US17147053

    申请日:2021-01-12

    Abstract: Techniques are disclosed relating to automatically synthesizing user interface (UI) component instances. In disclosed techniques a computer system receives a set of existing UI elements and a set of design rules for the set of existing elements, where design rules in the set of design rules indicate one or more allowed states for respective UI elements in the set of existing UI elements. The one or more allowed states may correspond to one or more visual characteristics. Using the set of existing UI elements, the computer system may then automatically generate a plurality of UI component instances based on the set of design rules, where a respective UI component instance includes a first UI element in a first allowed state. The computer system may then train, using the plurality of UI component instances, a machine learning model operable to automatically generate UI designs.

    DETERMINING USER AND DATA RECORD RELATIONSHIPS BASED ON VECTOR SPACE EMBEDDINGS

    公开(公告)号:US20210224284A1

    公开(公告)日:2021-07-22

    申请号:US16749540

    申请日:2020-01-22

    Abstract: Methods, systems, and devices supporting determining user and data record relationships based on vector space embeddings are described. Some database systems may receive data record access indications corresponding to data records accessed by users. A database system may generate, based on the data record access indications, user sessions for the users, data record sessions for the data records, or a combination for users and data records. For example, a user session may correspond to a respective user and include a record identifier associated with each data record accessed by the user. The system may generate, in a vector space, vectors from the sessions using an embedding operation, where each vector corresponds to a respective user or data record. The system may determine relationships between the users, data records, or both based on the vectors and may transmit an indication of at least one data record based on the relationships.

    INTELLIGENT DATA-LOADER FOR MANAGEMENT OF DATA IN DATABASE SYSTEMS

    公开(公告)号:US20210224254A1

    公开(公告)日:2021-07-22

    申请号:US16749092

    申请日:2020-01-22

    Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating intelligent data-loading for management of data in database systems according to one embodiment. In one embodiment and by way of example, a method includes identifying data records to be inserted into a database; converting the data records into data files, wherein the data files include comma-separated values (csv) files, and wherein each data file includes one or more data records; sorting the data files based on one or more dependencies associated with the data files, wherein sorting includes generating a dependency graph of the data files; and inserting the data records into the database by uploading, based on the dependency graph, one or more of the sorted data files into the database.

    Dynamic selection and application of rules for processing of queries in an on-demand environment

    公开(公告)号:US11068483B2

    公开(公告)日:2021-07-20

    申请号:US16134857

    申请日:2018-09-18

    Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating dynamic selection and application for rules for query processing for large datasets in an on-demand services environment according to one embodiment. In one embodiment and by way of example, a method comprises determining processing patterns of a query based on historical performances associated with the query placed on behalf of a tenant in a multi-tenant environment, and dynamically applying one or more rules to the query for processing of the query within a predictable amount of time, where the one or more rules are dynamically selected from sets of rules based on the processing patterns. The method may further include executing the query based on the one or more rules by scanning one or more portions of a database having contents pertinent to the query and generating results by processing the query based on the contents and within the predictable amount of time.

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