Abstract: A computer-implemented method includes receiving a request to activate a hyperlink of a set of hyperlinks within a webpage of a source website. The method further includes executing a script to initiate an auction that is performed by an auctioning platform, wherein the auction comprises a bidding process that is associated with a set of third-party websites. The method further includes determining at least one preferred third-party website selected from the set of third-party websites. The method further includes outputting third-party digital content representative of characteristics of the preferred third-party website that are associated with the characteristics of the activated hyperlink. The method further includes outputting the first digital content while outputting a portion of source digital content representative of characteristics of the source website.

Abstract: A method for providing feedback between separate neural networks to predict crop yield of a polyculture by combining the crop yield predictions from the neural networks is described. The method includes configuring a set of neural networks, each neural network in the set of neural networks predicting crop yield for a respective crop from a set of crops based on a set of crop growth time series, one crop growth time series for each respective crop, the set of crops being grown in a polyculture. A crop simulator generates the set of crop growth time series based on application rates of farm inputs that are provided to the crop simulator. The method further includes determining a predicted crop yield of the polyculture at a timepoint after a predetermined duration by iteratively changing and applying application rates of farm inputs based on the crop growth time series.

Abstract: Techniques for translating air writing to augmented reality (AR) devices are described. In one embodiment, a method includes receiving indications of gestures from an originator. The indications identify movement in three dimensions that correspond to an emphasis conferred on one or more words that are air-written by the originator and are configured to be displayed by a plurality of AR devices. The method includes analyzing the identified movement to determine a gesture type associated with the emphasis, where the gesture type includes a first emphasis to be conferred on the air-written words. The method includes providing a display of the air-written words on a first AR device of the plurality of AR devices. The first emphasis is conferred on the words on the display of the first AR device using a first gesture display style based on a profile of a first user utilizing the first AR device.

Abstract: Methods, systems, and computer program products for pre-packaging and pre-configuring software products using chatbot message exchanges with users are described. Embodiments may include receiving a user inquiry, initiating a first chat session comprising a primary chatbot within a user interface, receiving user request data corresponding to a first string of communications, and determining a product based on the user request data.

Abstract: A computer generates a set of microservices associated with a monolithic system using a design diagram. The computer receives a system design diagram depicting a monolithic system and associated code artefacts. The computer identifies, using an object detection algorithm, a set of predefined shapes in the diagram, and each shapes is characterized by positioning coordinates. The computer extracts from the design diagram, using a text recognition algorithm, text associated with the shapes and labels them accordingly. The computer identifies, using the positioning coordinates, relationships among the predefined shapes. The computer arranges the predefined shapes into a hypergraph in accordance with, at least in part, the identified relationships. The computer determines similarity values between code artefacts and shape labels and associates artefacts with shapes accordingly.

Abstract: Assessing data center impact post disaster is provided. A data center is divided into hazard segments post disaster based on a combination of hazard type, hazard level, and hazard location identified in time series information from sensors and cameras. A financial value of each identifiable asset in the data center is calculated based on determined operational viability status, estimated soft value, and determined criticality of each identifiable asset. A time cost and an operational cost of impact assessment devices used to assess an impact on the data center and recover assets is calculated. A disaster assessed map is generated by overlaying the time series information, calculated financial values, and calculated time and operational costs on a digital floorplan of the data center. One or more types of impact assessment devices are assigned to each hazard segment at different time periods to rescue and recover financially valuable and operationally viable assets.

Abstract: A current location of a plurality of aerial vehicles is determined. A destination for each aerial vehicle in the plurality of aerial vehicles is received. A route from the current location to the received destination for each aerial vehicle in the plurality of aerial vehicles is calculated. The calculated route is a straight-line between the current location and the received destination. A determination is made whether one or more impediments are identified in the calculated straight-line route of each aerial vehicle in the plurality of aerial vehicles. In response to determining that one or more impediments are identified in the calculated straight-line route for an aerial vehicle in the plurality of aerial vehicles, the route for the aerial vehicle based on a contextual permission of the aerial vehicle is re-calculated.

Abstract: Metadata about a movie is retrieved. The metadata includes a plurality of associated viewer responses from at least one previous audience viewing of the video. The plurality of associated viewer responses from the at least one previous audience viewing are associated with one or more segments of the video. A segment of the video associated with a type of viewer reaction based on emotion and sentiment recognition is identified. Additional media content based on the identified video segment is retrieved. A segment of the additional media content that exceeds a threshold of similarity with the segment of the video is determined. A video clip that includes the segment of the additional media content is created.

Abstract: The method provides for one or more processor receiving on a personal device, a mixture of sounds within a sound stream from multiple sources. The one or more processors identifying one or more sounds of the mixture of sounds from the multiple sources, based on a sound separation technique. The one or more processors displaying on a user interface of the personal device an icon corresponding respectively to a classification of the one or more sounds identified from the multiple sources. The one or more processors receiving a selection of a sound from the mixture of the multiple sounds, based on an action by a user of the personal device selecting the icon displayed on the user interface of the personal device, and the one or more processors recording the sound from the mixture of the multiple sounds selected by the user.

Abstract: Systems, devices, computer-implemented methods, and/or computer program products that facilitate fault localization for distributed applications. In one example, a system can comprise a process that executes computer executable components stored in memory. The computer executable components can comprise a graph compiler and a partitioning component. The graph compiler can generate a hypernode graph for a distributed application using causality data inferred from log data generated by services emitting errors. The distributed application can comprise the services. The partitioning component can cluster the services into a plurality of groups using the hypernode graph and an objective function.

Abstract: A computer generates a set of microservices associated with a monolithic system using a design diagram. The computer receives a system design diagram depicting a monolithic system and associated code artefacts. The computer identifies, using an object detection algorithm, a set of predefined shapes in the diagram, and each shapes is characterized by positioning coordinates. The computer extracts from the design diagram, using a text recognition algorithm, text associated with the shapes and labels them accordingly. The computer identifies, using the positioning coordinates, relationships among said predefined shapes. The computer arranges the predefined shapes into a hypergraph in accordance with, at least in part, said identified relationships. The computer determines similarity values between code artefacts and shape labels and associates artefacts with shapes accordingly.

Abstract: A software defined data security level method, computer program product, and data processing system. One embodiment may comprise intercepting, by a processor at a data security layer, an input/output (IO) request from a local software application, wherein the IO request includes a header and a data payload, analyzing, by the processor at the data security layer, the data payload of the IO request relative to a service level agreement (SLA), assigning, by the processor at the data security layer, a security level to the IO request based on the analysis.

Abstract: A system, method and computer program products for researching products, reviewing product information, comparing products and making recommendations based on the comparison of similar products using augmented reality. The present disclosure utilizes augmented display systems may take many different forms such a glasses, smart watches or other wearable computer systems or portable computing system such as smart phones, tablet computers, laptops, personal data assistants (PDA's), portable media devices and digital camera systems. The augmented display system view an object digitally captured or recorded, detect the identity of the object using object recognition software and retrieve product information associated therewith. The product information may be overlaid or projected onto a HUD having a graphical user interface that allows the user of the system to view both the retrieved product information and the object (or digital representation thereof) simultaneously.

Abstract: A method, apparatus, system, and computer program product for managing a network data processing system. Digital twins of physical devices in the network data processing system are run by a computer system. The digital twins process workloads and the digital twins communicate with each other. An impact on a number of parameters for a first set of the digital twins that a second set of the digital twins has on the first set of the digital twins is identified by the computer system. A set of actions is performed by the computer system based on the impact on the number of parameters.

Abstract: Digital photograph filters and associated settings are recommended by an image classification model. A plurality of images and metadata associated with each of the plurality of images are received. Human interaction scores for each of the images are received. Training data is generated classifying the images using the associated metadata and human interaction scores. The training data is used to derive an image classification model for predicting a human interaction score for an image having an unknown human interaction score. At least one recommended image capture setting using the image classification model is determined in response to determining that a user is preparing to capture an image with a device. The recommended image capture setting is displayed on a display of the device.

Abstract: A method for controlling the transfer of data through a firewall. The method includes one or more computer processors establishing a first communication channel between a first server and a second server. The method further includes transmitting, via the first communication channel, information related to a pending transmission of data from the first server to the second server. The method further includes receiving from the second server, via the first communication channel, a set of security information associated with accessing the second server via a second communication channel. The method further includes establishing the second communication channel between the first server and the second server based on the set of security information received from the second server. The method further includes transmitting the data from the first server to the second server utilizing the established second communication channel.

Abstract: Embodiments of the present invention provide methods, computer program products, and systems. In response to receiving a message, embodiments of the present invention can determine a visibility metric associated with the received message. Embodiments of the present invention can then dynamically create a list of users able to interact with the message based on the determined visibility metric. Embodiments of the present invention can then perform an action based on the dynamically created list.

Abstract: An embodiment of the invention may include a method, computer program product and system for deployment of microservices within a shared pool of configurable computing resources. An embodiment may include creating a dependency map for a plurality of microservices of an application deployed on the shared pool of configurable computing resources. An embodiment may include identifying attributes, with associated values, for each microservice of the plurality of microservices and identifying eligible deployment locations within the shared pool of configurable computing resources. An embodiment may include creating a bipartite graph based on the plurality of microservices and the identified eligible deployment locations. An embodiment may include applying bipartite matching to the shared pool of configurable computing resources based on the created bipartite graph.

Abstract: Provided is a method, computer program product, and system for automatically assigning robotic devices to users based on need using predictive analytics. A processor may monitor activities performed by one or more users. The processor may determine, based on the monitoring, a set of activities that require assistance from a robotic device when being performed by the one or more users. The processor may match the set of activities to a set of capabilities related to a plurality of robotic devices. The processor may identify, based on the matching, a first robotic device that is capable of assisting the one or more users in performing a first activity of the set of activities. The processor may deploy the first robotic device to assist the one or more users in performing the first activity.

Abstract: In an approach for forecasting environmental occlusion events, a processor receives a spatio-temporal zone of interest. A processor collects data associated with the spatio-temporal zone of interest. A processor builds a machine-learning model using the data. A processor generates an occlusion probability map for the spatio-temporal zone of interest based on the machine-learning model and enriched mathematical operators. A processor outputs the occlusion probability map.