An approach is disclosed for providing item-to-item recommendations. The approach receives data for an item. The approach generates recommended candidate item data for the data of the received item. The approach generates feature data of the recommended candidate item data and the data of the received item. The feature data may include one or more similarities between the data of the received item and data corresponding to a respective recommended candidate item. The approach generates ranked recommended candidate item data based on the generated feature data and at least one weight determined for candidate test item data. The candidate test item data may include data corresponding to the recommended candidate item data.

Content delivery optimization and recommendation is disclosed. A manner of delivering a content object to a mobile device may be determined at least in part by applying a behavior model associated with a user of the mobile device to attributes associated with the content object. The behavior model may be generated based at least in part on observed activities of the user. The content object is provided to the mobile device in the determined manner.

A computer-implemented method, operable on a device in a content delivery network (CDN), wherein the CDN delivers content on behalf of at least one content provider, the device implementing a content delivery (CD) service, the method includes, by the service on the device: receiving a request for a particular resource from a client; determining whether the client includes an optimization support mechanism; when the client includes an optimization support mechanism, providing the client with a first version of the particular resource, optimized, at least in part, for the capabilities of the client in combination with the optimization support mechanism; otherwise providing the client with either (i) an un-optimized version of the particular resource, or (ii) a version of the particular resource optimized, at least in part, for the capabilities of the client without the capabilities of the optimization support mechanism.

A method includes generating first messages having a first message type, at a first subset of network nodes in a peer-to-peer network, based on requests received from a first external computing device; submitting second events to the peer-to-peer network, the first events having payloads that are based on the first message type; and using at least one directed acyclic graph (DAG) to attempt to reach a consensus about timestamps in the first events. The method also includes receiving, at a second subset of network nodes, events having different payload types from the peer-to-peer network and filtering for first events having payloads based on the first message type; and when one of the second subset of network nodes receives a first event having a payload that is based on the first message type, converting the payload into a second message that is sent to a second external computing device.

An architecture for monitoring at least one aircraft. The architecture comprises an avionics system configured to generate avionics data during use of the aircraft; a mobile electronic device including an analysis unit configured to convert at least one maintenance operation into operational data; and an alerter configured to display at least one item of monitoring information; and a cloud computing infrastructure. The analysis unit and the alerter are configured to implement a local operating mode and an operating mode connected to the cloud computing infrastructure.

An on-premises system for pre-processing data for forecasting according to an embodiment includes at least one processor and at least one memory having a plurality of instructions stored thereon that, in response to execution by the at least one processor, causes the on-premises system to receive a request to forecast contact center data using a cloud system, determine a first number of interactions per unit of time for a source interval, determine a second number of units of time in a destination interval, and determine a third number of interactions in the destination interval based on the first number of interactions per unit of time for the source interval and the second number of units of time in the destination interval.

A method and an apparatus for pushing information are provided. The method may include: obtaining a prescription image presenting prescription information; recognizing the prescription image to obtain a recognition result inputting the recognition result into a pre-trained prescription image analyzing model to obtain the prescription information presented in the prescription image; and pushing information based on the prescription information.

The invention concerns an Interoperability Environment comprising: a core software engine comprising means to collect and transfer electronic data from any number of sources including medical devices, clinical information systems, hospital information systems, a means to apply rules to improve compliance with hospital approved protocols, standards and guidances, a means to update all subsystems using any given parameter when the parameter is updated in the official recognized source of truth for that parameter, a means to populate the CIS with all required patient information, while at the same time maintaining all quality and process control data in a format supporting advanced analytics separate from the CIS data, a means to communicate notifications to any number of remote electronic devices without limitation of platform and comprising a hardware eco system comprising means to collect, translate, store and send electronic data to the core software engine for any electronic source via communication methods including but not limited to LAN, Serial, Wi Fi, Wireless, etc.

The invention concerns an Interoperability Environment comprising: a core software engine comprising means to collect and transfer electronic data from any number of sources including medical devices, clinical information systems, hospital information systems, a means to apply rules to improve compliance with hospital approved protocols, standards and guidances, a means to update all subsystems using any given parameter when the parameter is updated in the official recognized source of truth for that parameter, a means to populate the CIS with all required patient information, while at the same time maintaining all quality and process control data in a format supporting advanced analytics separate from the CIS data, a means to communicate notifications to any number of remote electronic devices without limitation of platform and comprising a hardware eco system comprising means to collect, translate, store and send electronic data to the core software engine for any electronic source via communication methods including but not limited to LAN, Serial, Wi Fi, Wireless, etc.

Systems and methods for enabling various devices to remotely interact with cloud-based client applications are provided. A method comprises receiving a first request from a first client device of a user to initiate an interactive session with a cloud-based client application, reserving an application engine for executing the cloud-based client application remotely from the first client device, receiving interaction data from the first client device as the user engages with a first media data associated with the cloud-based client application, modifying the cloud-based client application executing within the application engine that is reserved based on the interaction data received from the first client device, receiving a second request from the first client device to end the interactive session with the cloud-based client application that is modified, and deallocating the application engine that is reserved, wherein the application engine that is reserved is delinked from the first client device.