A method and system is disclosed for training a machine learning model by generating first training input that includes a first number of reports at a first point in time. The reports are submitted by the users of the gaming platform and identify incidents where content of the gaming platform violates a policy of use associated with the gaming platform. The method and system generates second training input including a number of resources active at the first point in time. The method and system generates first target output identifies a number of resources sufficient to evaluate the target percentage of the first number of reports. The method and system provide the training data to train the machine learning model on (i) a set of training inputs comprising the first training input and the second training input, and (ii) a set of target outputs comprising the first target output.

A method for encoding including executing game logic built on a game engine of a video game at a cloud gaming server to generate video frames. The method including executing scene change logic to predict a scene change in the video frames based on game state collected during execution of the game logic. The method including identifying a range of video frames that is predicted to include the scene change. The method including generating a scene change hint using the scene change logic, wherein the scene change hint identifies the range of video frames, wherein the range of video frames includes a first video frame. The method including delivering the first video frame to an encoder. The method including sending the scene change hint from the scene change logic to the encoder. The method including encoding the first video frame as an I-frame based on the scene change hint.

A method for encoding including executing game logic built on a game engine of a video game at a cloud gaming server to generate video frames. The method including executing scene change logic to predict a scene change in the video frames based on game state collected during execution of the game logic. The method including identifying a range of video frames that is predicted to include the scene change. The method including generating a scene change hint using the scene change logic, wherein the scene change hint identifies the range of video frames, wherein the range of video frames includes a first video frame. The method including delivering the first video frame to an encoder. The method including sending the scene change hint from the scene change logic to the encoder. The method including encoding the first video frame as an I-frame based on the scene change hint.

A cloud application-based resource transfer method, apparatus, computer device and storage medium. The method includes: displaying, through a cloud application, a video interface generated after processing through a cloud; displaying, in response to a trigger operation on a target visual element in the video interface used for triggering resource transfer, a resource transfer channel interface generated by the cloud; displaying a target resource transfer channel in the resource transfer channel interface; displaying resource transfer-related information corresponding to the target resource transfer channel and generated by the cloud; and triggering, in response to a resource transfer confirmation operation for the resource transfer-related information, a resource transfer operation that is based on the resource transfer-related information through the target resource transfer channel.

A cloud application-based resource transfer method, apparatus, computer device and storage medium. The method includes: displaying, through a cloud application, a video interface generated after processing through a cloud; displaying, in response to a trigger operation on a target visual element in the video interface used for triggering resource transfer, a resource transfer channel interface generated by the cloud; displaying a target resource transfer channel in the resource transfer channel interface; displaying resource transfer-related information corresponding to the target resource transfer channel and generated by the cloud; and triggering, in response to a resource transfer confirmation operation for the resource transfer-related information, a resource transfer operation that is based on the resource transfer-related information through the target resource transfer channel.

A visual data operation method, system, and device, and a medium for one or more pieces of data, creating one or more corresponding value objects, and arranging the one or more value objects as a tree structure; and for the one or more value objects, creating corresponding database records, and defining fields of the database records by the one or more value objects. Data and database records correspond to each other and are mutually converted by using value objects. A developer only needs to arrange the value objects as a tree structure, and a system can automatically complete remaining data operations subsequently, including creating database records and synchronizing database records, and the like. A developer can quickly design a data storage format by taking a user as a unit, and the design presentation is intuitive and understandable to other developers.

A distributed computer system for delivering a requested game experience at any venue of a plurality of distributed venues comprises: at each venue: a plurality of local units serving respective gameplay areas of the venue, each local unit coupled to a set of multimedia gaming equipment for delivering a game experience in its gameplay area, and a venue central unit configured to connect to each of the local units of that venue; a booking system for managing game bookings across the plurality of distributed venues, the booking system configured to receive, from a user device, a booking request denoting a requested venue of the plurality of distributed venues, and create a booking in response; and a master central server configured to connect to the session management system and the venue central unit of each venue; wherein the master central server is configured to generate a game session based on the booking, and automatically communicate the game session to the venue central unit of the requested venue, wherein the venue central unit receiving the game session is configured render accessible, to the local unit serving one of the gameplay areas, game details of the game session, and wherein that local unit is configured to deliver the requested game experience within that gameplay area, using its set of multimedia gaming equipment, based on the game details of the game session.

A distributed computer system for delivering a requested game experience at any venue of a plurality of distributed venues comprises: at each venue: a plurality of local units serving respective gameplay areas of the venue, each local unit coupled to a set of multimedia gaming equipment for delivering a game experience in its gameplay area, and a venue central unit configured to connect to each of the local units of that venue; a booking system for managing game bookings across the plurality of distributed venues, the booking system configured to receive, from a user device, a booking request denoting a requested venue of the plurality of distributed venues, and create a booking in response; and a master central server configured to connect to the session management system and the venue central unit of each venue; wherein the master central server is configured to generate a game session based on the booking, and automatically communicate the game session to the venue central unit of the requested venue, wherein the venue central unit receiving the game session is configured render accessible, to the local unit serving one of the gameplay areas, game details of the game session, and wherein that local unit is configured to deliver the requested game experience within that gameplay area, using its set of multimedia gaming equipment, based on the game details of the game session.

Embodiments of the present disclosure provide systems and methods for operating adult toys based on game related actions. The method performed by a server system includes facilitating an interaction mode between a gaming application and an adult toy management application, for operating an adult toy associated with a user of a plurality of users. The method includes receiving one or more action inputs associated with a character of the gaming application based on the user inputs in the gaming application. The one or more action inputs correspond to game related action associated with the gaming application. Further, the method includes determining a control pattern associated with the game related action performed by the character in the gaming application. The method includes transmitting the control pattern to the adult toy management application, for operating the adult toy to provide physical stimulus to the user corresponding to the game related action.

Methods, systems, computer-readable media, and apparatuses for query-based interest in a simulation are presented. An entity comprising one or more components may be simulated. The entity may be modified to include an interest component indicating, for each component in the one or more components of the entity, a query subscription to an entity database. The query subscription may comprise one or more queries. Each query of the one or more queries may comprise a component value that qualifies another entity for inclusion in a query result, and a frequency for receiving, from the entity database, updates on the query result.