Abstract: Systems and methods related to prediction-based resource orchestration in a service fabric are described. An example method for reducing an interruption rate associated with a customer application offered as a collection of services includes predicting one or more quiet time periods associated with each of the service replicas associated with a service fabric, where each of the one or more quiet time periods corresponds to a low value of a predicted load specifying a consumption of a metric by a respective service replica on a given node. The method further includes during the one or more quiet time periods predicted by a trained machine learning model, performing an impact-less failover for one or more of the service replicas by scheduling a move for the one or more service replicas from a first node associated with the service fabric to a second node associated with the service fabric.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and interactive Artificial Intelligence formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and interactive Artificial Intelligence formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and interactive Artificial Intelligence formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and 360 degree formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and 360 degree formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and 360 degree formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and 360 degree formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A system and method for providing a search experience in which users are protected from exposure to inappropriate offensive or sensitive content is described. A search system may classify a search query and candidate search results obtained in response to the search query. Based on the classification of the search query and search results, the candidate search results may be modified to generate a set of search results presented to a user such that the presented search results do not include inappropriate sensitive or offensive content.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and 360 degree formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A video content type seamless switching system and method for synchronizing and displaying multiple types of video content in a single platform, such as a single video player, application, or other content player. Illustrative video content type switching may be between 2D and 360 degree formats coordinated by a switching controller. The switching controller may be configured to operate with television displays and associated control components, such as cable boxes, through implementation of the video content switching methods.

Abstract: A system and method for providing a search experience in which users are protected from exposure to inappropriate offensive or sensitive content is described. A search system may classify a search query and candidate search results obtained in response to the search query. Based on the classification of the search query and search results, the candidate search results may be modified to generate a set of search results presented to a user such that the presented search results do not include inappropriate sensitive or offensive content.

Abstract: As the result of a keyword search, real time and social news stream Web search results are retrieved and analyzed to build a topic model of n-grams. The n-grams of the topic model are treated as ad-based keywords to determine advertisements to be displayed in conjunction with the real time Web search results. The real time Web search results and the advertisements are then be presented or displayed for user consumption or review.