Abstract: In some implementations, a device may receive a request to merge a first cloud computing instance with a second cloud computing instance to generate a multi-cloud computing instance. The device may access a first application programming interface to obtain a first configuration of the first cloud computing instance. The device may access a second application programming interface to obtain a second configuration of the second cloud computing instance. The device may generate a target configuration based on the first configuration or the second configuration. The device may instantiate a set of resources with the target configuration for the multi-cloud computing instance. The device may provide output identifying the multi-cloud computing instance.

Abstract: Disclosed are various embodiments for data anomaly detection. A variable profile is generated for each variable in source data. Then, the variable profiles are provided to each of a plurality of machine learning models. Next, it is determined, with each of the plurality of machine learning models, whether each variable profile is anomalous. The determination, from each of the plurality of machine learning models, whether each variable profile is anomalous is provided to an ensemble model. The ensemble model then generates a final determination whether each variable profile is anomalous. The final determination is then reported to an analysis service.

Abstract: The present disclosure provides a method for intelligent user localization in a metaverse, including: detecting movements of a wearable head gear configured to present virtual content to a user, and generating sensor data and visual data using an inertial sensor and a camera, respectively, mapping the visual data to a virtual world using an image associated with the visual data to localize the user in the virtual world; providing the visual data and the sensor data to a first Machine Learning (ML) model and a second ML model, respectively; extracting a plurality of key points from the visual data and distinguishing stable key points and dynamic key points; and removing visual impacts corresponding to the visual data having a relatively low weightage, and providing a relatively high weightage to the sensor data processed through the second ML model.

Abstract: Systems and methods are provided herein to dynamically update content restrictions for multiple users by detecting a first user in the proximity of a media device playing a first content item and detecting a second user entering the proximity of the media device. In response to detecting a second user entering the proximity of the media device and receiving a command from the first user that controls playing the first content, the system modifies a stored relationship between the first user and the second user to track the relationship between the first user and the second user. Thereafter, when the system detects the first user and the second user in the proximity of a media device playing a second content, in response, the system automatically performs an action that controls the playing of the second content (e.g., without user having to issue those commands).

Abstract: In some examples, a data management system generates snapshots in a distributed file system based on a protocol or a user triggered event, The data management system identifies a snappable file in a distributed file system and a first data block in the snappable file, the first data block including data and attribute data. The system scans an index file to access the attribute data of the first data block and initiates construction of a patch file based on the accessed attribute data. The system repeats the scanning of the index file to access attribute data of at least a further second data block, the second data block including data and attribute data, and completes construction of the patch file based on the accessed attribute data of the first and second data blocks. The system generates conversion simulation information by collecting attribute data for all the data blocks of the constructed patch file, and writes the simulation information to a patch file image.

Abstract: The present disclosure is generally directed to media systems configured to receive and play live media content. In particular, methods and systems are provided for a multi-screen content playback experience for time shifted live stream content. Systems and methods are provided herein for generating for display a catch-up video (e.g., a segment of a live stream stored as URLs on a local device during the time the live stream was interrupted) in a picture-in-picture (PIP) window, and generating the PIP catch-up window and the live window for simultaneous display.

Abstract: Systems and methods for mapping keys on a remote control device to digital content items are disclosed. An algorithm is trained, based on user's consumption pattern, to determine whether a digital content item would be relevant to the user. If the digital content item matches the consumption pattern, then a key is automatically mapped, and if it does not, then a notification that includes a mapping suggestion is generated and mapped upon approval. A mapping table is updated to store only valid mappings. An input of a key results in quick display of the mapped digital content item from where it was previously exited. A key can be mapped to a single or multiple digital content items. If similarities are detected between multiple digital content items, then they may both be mapped to the same key.

Abstract: The present disclosure relates to limiting viewing of media content. More particularly, the present invention relates to classifying segments of content for limited viewing based on user preferences and classifications. According to a first aspect, there is provided a method for parental control of media content for a media guidance application, the method comprising, determining user preferences comprising settings for restricting viewing of segments of media content, determining media content for user consumption on a user device, determining a classification of each of a plurality of segments of the media content using a content analyzer and classifier, and comparing the determined classifications against the user preferences.

Abstract: Systems and methods for mapping keys on a remote control device to digital content items are disclosed. An algorithm is trained, based on user's consumption pattern, to determine whether a digital content item would be relevant to the user. If the digital content item matches the consumption pattern, then a key is automatically mapped, and if it does not, then a notification that includes a mapping suggestion is generated and mapped upon approval. A mapping table is updated to store only valid mappings. An input of a key results in quick display of the mapped digital content item from where it was previously exited. A key can be mapped to a single or multiple digital content items. If similarities are detected between multiple digital content items, then they may both be mapped to the same key.

Abstract: The present disclosure is generally directed to media systems configured to receive and play live media content. In particular, methods and systems are provided for a multi-screen content playback experience for time shifted live stream content. Systems and methods are provided herein for generating for display a catch-up video (e.g., a segment of a live stream stored as URLs on a local device during the time the live stream was interrupted) in a picture-in-picture (PIP) window, and generating the PIP catch-up window and the live window for simultaneous display.

Abstract: Systems and methods for dynamically skipping a presentation of a portion of frames to catch up to live based on a user selection is disclosed herein. For example, a streaming application generates a content item for live streaming where the content item comprises a plurality of frames. In response to determining that playing of the content item lags behind the live streaming of the content item, the streaming application presents a selectable option for a user input where the option comprises (a) catch up to live in a particular time period. In response to receiving the user input via a corresponding option to (a) catch up to live in the particular time period, the streaming application skips a presentation of a portion of the plurality of frames, such that the playing of the content item catches up to live in the particular time period.

Abstract: Systems and methods are described to selectively stream content based on parental control ratings. At a client device, a manifest identifying sequential segments of a media asset and versions of a particular segment of the sequential segments may be received, and a graphical user interface may be generated for display to simultaneously depict a respective portion of each respective version of the particular segment and respective selectable options associated with each respective version of the particular segment. A selection of a first option may be received that is associated with a first version of the particular segment, and during playing of the media asset, in response to determining that the particular segment is the next segment to be played, the first version of the particular segment may be requested from the server.

Abstract: Systems and methods are described herein for generating a playlist for a simultaneous presentation of a plurality of media assets. The system retrieves a user preference associated with a user profile and receives a selection of a first media asset and a second media asset from the plurality of media assets for presentation on a user device. The system parses the respective audio streams of the first media asset and the second media asset to identify one or more preferred audio segments based on the user preference and generates the playlist of the identified one or more preferred audio segments. Based on a generated audio playlist, the system generates, for presentation on the user device, the video stream for each of the first media asset and the second media asset and the playlist of the identified one or more preferred audio segments.

Abstract: Systems and methods are described to selectively stream content based on parental control ratings. At a client device, a manifest identifying sequential segments of a media asset and versions of a particular segment of the sequential segments may be received, and a graphical user interface may be generated for display to simultaneously depict a respective portion of each respective version of the particular segment and respective selectable options associated with each respective version of the particular segment. A selection of a first option may be received that is associated with a first version of the particular segment, and during playing of the media asset, in response to determining that the particular segment is the next segment to be played, the first version of the particular segment may be requested from the server.

Abstract: The present disclosure relates to limiting viewing of media content. More particularly, the present invention relates to classifying segments of content for limited viewing based on user preferences and classifications. According to a first aspect, there is provided a method for parental control of media content for a media guidance application, the method comprising, determining user preferences comprising settings for restricting viewing of segments of media content, determining media content for user consumption on a user device, determining a classification of each of a plurality of segments of the media content using a content analyzer and classifier, and comparing the determined classifications against the user preferences.

Abstract: Systems and methods for dynamically skipping a presentation of a portion of frames to catch up to live based on a user selection is disclosed herein. For example, a streaming application generates a content item for live streaming where the content item comprises a plurality of frames. In response to determining that playing of the content item lags behind the live streaming of the content item, the streaming application presents a selectable option for a user input where the option comprises (a) catch up to live in a particular time period. In response to receiving the user input via a corresponding option to (a) catch up to live in the particular time period, the streaming application skips a presentation of a portion of the plurality of frames, such that the playing of the content item catches up to live in the particular time period.

Abstract: Systems and methods are described for recommending a content item. A search query for a content item is received. The availability of the content item from more than one source is determined. In response to determining that the content item is available from more than one source, the quality of each of the available content items from respective sources is determined. A recommendation factor is determined. The recommendation factor is based on at least one of the bandwidth available to a user device, the resolution capability of the user device, and the quality of experience of each of the sources from which the content item is available. A list of search results for the available content items is generated. The list is ordered based on the quality of each of the available content items from respective sources and the recommendation factor.

Abstract: Systems and methods are provided for processing a voice input stream with interruptions and/or supplemental comments. Generally, a virtual voice assistant may receive an input stream with a first input comprising a voice query from a first voice and a second input comprising a secondary query from a second voice (e.g., an interruption or a supplement). The virtual assistant may determine that the second voice does not match the first voice, and then process the voice query to produce first results. Some embodiments may determine whether the secondary query is a supplement or an interruption and, e.g., choose to ignore an interruption or set aside a supplement if it may be used to help the search query. In some embodiments, results for the first query may be compared with results for the first query with a portion of the supplement.

Abstract: A method including receiving a first depth image associated with a first frame at a first time of an augmented reality (AR) application, the first depth image representing at least a first portion of a real-world space storing the first depth image receiving a second depth image associated with a second frame at a second time, after the first time, of the AR application, the second depth image representing at least a second portion of the real-world space generating a real-world image by blending, at least, the stored first depth image with the second depth image receiving a rendered AR object combining the AR object in the real-world image and displaying the real-world image combined with the AR object.

Abstract: Systems and methods are described herein for generating a playlist for a simultaneous presentation of a plurality of media assets. The system retrieves a user preference associated with a user profile and receives a selection of a first media asset and a second media asset from the plurality of media assets for presentation on a user device. The system parses the respective audio streams of the first media asset and the second media asset to identify one or more preferred audio segments based on the user preference and generates the playlist of the identified one or more preferred audio segments. Based on a generated audio playlist, the system generates, for presentation on the user device, the video stream for each of the first media asset and the second media asset and the playlist of the identified one or more preferred audio segments.