Abstract: A method, computer system, and a computer program product for simulating industrial safety is provided. The present invention may include receiving data for a physical ecosystem, the physical ecosystem being comprised of a plurality of physical assets. The present invention may include generating a digital twin of the physical ecosystem, wherein the digital twin includes a digital representation of the plurality of physical assets. The present invention may include simulating a performance of the digital twin in a plurality of conditions. The present invention may include providing one or more recommendations to a user based on the performance of the digital twin in the plurality of conditions.

Abstract: Systems, methods and/or computer program products optimizing network policies between microservices of a service mesh. The service mesh tracks incoming API calls of applications and based on the historical transactions, the context of API calls, and the microservices in the microservice chain being invoked, network controls and policy configurations are set to optimize the transactions performed by the service mesh. Dimensions of the communications between microservices of the service mesh are dynamically optimized via the service mesh control plane using a policy optimizer. Optimized dimensions of service mesh transactions includes automated policy adjustments to retries between microservices, circuit breaking between microservices, automated timeout adjustments between microservices and intelligent rate limiting between microservices and/or rate limiting applied to user profiles.

Abstract: An embodiment for simulating collaborative equilibrium in a multi-machine environment is provided. The embodiment may include receiving data relating to an activity and one or more machines to perform the activity. The embodiment may also include identifying specifications of one or more objects associated with the activity and specifications of the one or more machines handling the one or more objects. The embodiment may further include executing a digital twin simulation of the activity. The embodiment may also include in response to determining an unstable condition associated with at least one machine of the one or more machines is detected, identifying a time point of the unstable condition. The embodiment may further include predicting a counterweight to be applied to the at least one machine associated with the unstable condition. The embodiment may also include applying the counterweight in the digital twin simulation to the at least one machine.

Abstract: The present inventive concept provides a method for robotic assistance continuity to a pedestrian using gait recognition. The method includes determining a gait pattern of the pedestrian based on analysis of visual data obtained at a first position. The pedestrian is provided assistance based on a query at the first position. The pedestrian is identified at a subsequent position by identifying the gait pattern from analysis of visual data obtained at the subsequent position. The need for additional pedestrian assistance is determined at the subsequent position.

Abstract: An approach for a computer program to retrieve historical incident data associated with a contaminated site to predict a future incident at the contaminated site. In the approach, the computer program evaluates the historical incident data to determine a deployment of a plurality of unmanned vehicles to form a virtual fence around the contaminated site. Furthermore, in the approach, the computer program determines instructions for the deployment of each of the plurality of unmanned vehicles to form the virtual fence around the contaminated site. In the approach, the computer program sends the instructions to form the virtual fence to each of the plurality of unmanned vehicles.

Abstract: In an approach to optimize server connection timeout errors in a cloud environment, embodiments create a knowledge corpus associated with connection timeout patterns based on historical learning of transaction parameters and predicts a criticality of a transaction based on one or more identified contextual situations. Further, embodiments dynamically adjust a connection timeout range of the transaction based on the predicted criticality and one or more identified contextual situations of the transaction, and selectively identify a connection timeout range for the transaction based on an evaluation of the one or more contextual situations. Additionally, embodiments analyze generated timeout errors on a remote server from within a service mesh, and adjust timeout values of the transaction based on the analyzed generated timeouts errors. Responsive to the transaction receiving a timeout error, embodiments output a recommended timeline detailing when the transaction can be reinitiated.

Abstract: A computer-implemented method for printing customized 3D medication based on the current user data and one or more medical records of the user. The method obtains current user data via one or more user IoT sensors and accesses one or more medical records of the user. The method further determines a medication design based on the obtained current user data and the accessed one or more medical records of the user and prints a 3D medication based on the determined medication design.

Abstract: In an approach to mirage detection by autonomous vehicles, one or more computer processors monitor road conditions of a road on which an autonomous vehicle is traveling. One or more computer processors detect a visual indication of a water accumulation on the road. One or more computer processors determine whether one or more other vehicles are detected on the road ahead of the autonomous vehicle. Responsive to determining the one or more other vehicles are detected, one or more computer processors request information associated with road conditions of the road ahead of the autonomous vehicle from the one or more other vehicles. Based on a response to the request from the one or more other vehicles, one or more computer processors determine the one or more other vehicles did not detect the water accumulation. One or more computer processors determine the visual indication of the water accumulation is a mirage.

Abstract: An approach for dynamically restoring light-based network communication (e.g., Li-Fi, etc.) between Li-Fi devices is disclosed. The approach includes identifying environmental situation such as location of Li-Fi devices, automaton robotics with moving parts, determining risk of obstacles by simulating (via machine learning) one or more scenarios that could potentially be created by moving parts. The approach selects the optimal scenario and based on the selected scenario, the approach executes the scenario. The executed action can include optimizing the light path of the Li-Fi devices by instructing moving parts to follow a new path or leverage a new light path created by secondary Li-Fi device and/or mirror assembly to ensure no interruption to the Li-Fi network.

Abstract: A method includes responsive to identifying an industrial machine requiring assistance from a service machine, identifying a location for the industrial machine, where the location associated with an industrial setting. The method further includes identifying a plurality of available service machines to provide assistance to the industrial machine and performing a simulation of each of the plurality of available service machines based on the assistance to the industrial machine and a policy for the location. The method further includes responsive to identifying a candidate service machine from the plurality of available service machines, determining a procedure performable by the candidate service machine, where the procedure provides assistance to the industrial machine. The method further includes performing the procedure for the candidate service machine.

Abstract: According to one embodiment, a method, computer system, and computer program product for digital image enhancement is provided. The embodiment may include receiving a digital image being navigated by a user. The embodiment may include identifying an image content navigation pattern of the user and a context of the digital image. Based on the image content navigation pattern and context, the embodiment may include identifying one or more objects of the digital image on which the user will perform a predicted zoom-in action. The embodiment may include identifying one or more distributed computing resources for digital image enhancement of the identified one or more objects. The embodiment may include performing digital image enhancement of the identified one or more objects. Upon the user performing a zoom-in action on an identified object which matches a predicted zoom-in action, the embodiment may include displaying a digitally enhanced image of the identified object.

Abstract: According to one embodiment, a method, computer system, and computer program product for parking allocation is provided. The embodiment may include measuring a plurality of network optimization factors corresponding to a given area. The embodiment may also include mapping a plurality of priority factors for network optimization across the given area. The embodiment may further include identifying one or more mobile nodes within the given area. The embodiment may also include selecting a location for each mobile node based on one or more priority factors. The embodiment may further include transmitting an instruction directing the mobile node to the location.

Abstract: An approach for managing delivery of packages utilizing one or more vehicles is disclosed. The approach includes loading delivery vehicles in a such a way that, based on contextual need of offloading of the packages from the delivery vehicles, the approach will selectively offload the packages from the delivery vehicle to on-demand warehouse as service location along the route of the delivery vehicle. The delivery vehicles can proactively analyze various contextual situation, and can identify which and how much products are to be off-loaded from the delivery vehicles, and can proactively book warehouse as a service location along with the route of the delivery vehicle so that the products can be transferred from a transportation vehicle to on-demand warehouse as a service location effectively and efficiently.

Abstract: A processor may analyze a specific area. The processor may determine whether a threshold number of attempts to perform an action by a device has been exceeded. The processor may activate one or more scanning devices. The processor may record an attempt to perform the action. The processor may automatically provide a repair for a failure attempt. The repair may allow the device to not subsequently exceed the threshold.

Abstract: According to one embodiment, a method, computer system, and computer program product for navigating an autonomous vehicle is provided. The present invention may include measuring, in real time, movement patterns of air in the surroundings of the autonomous vehicle; analyzing the movement patterns to identify wind flow patterns, terrain, and passage in the surroundings; and navigating the autonomous vehicle based on the identified wind flow patterns, terrain, and passage.

Abstract: A processor may analyze one or more microservice chains based on one or more user profiles. The processor may generate, based on the analyzing, a health status associated with the one or more microservice chains. The processor may determine, based on the health status, whether a microservice in the one or more microservice chains is unhealthy. The processor may implement, automatically, a select microservice chain.

Abstract: Aspects of the present disclosure relate generally to three-dimensional (3D) printing and, more particularly, to robotic support for 3D prints. For example, a computer-implemented method includes identifying, by the computing device, at least one structure in the 3D object source file requiring support for printing the at least one structure by a 3D printer; adding, by the computing device, to a 3D print file an instruction to request deployment of a support structure at a particular location to support the at least one structure by the 3D printer; and providing to the 3D printer, by the computing device, the 3D print file with the instruction to request deployment of the support structure at a particular location to support the at least one structure by the 3D printer.

Abstract: A computer hardware system associated with a hybrid cloud including a private cloud and a public cloud has a hardware processor configured to perform the following executable operations. A plurality of data sets of unprocessed data is randomly sampled to generate a plurality of random samples respectively associated with each of the plurality of data sets. The plurality of random samples is pre-processed, using a machine learning engine, to identify hidden correlations contained therein. The hidden correlations are evaluated against a confidentiality model to characterize each of the plurality of segments as to confidentiality. The data sets are segmented by assigning the data sets to one of the private cloud or the public cloud based upon the evaluating. Data sets assigned to the private cloud based upon the segmenting are processed using the private cloud.

Abstract: System and methods for type ahead search amelioration based on image processing are provided. In embodiments, a method includes: capturing, by a computing device, image data based on images viewed by a user during a computing session; converting, by the computing device, the image data to text using image processing; and storing, by the computing device, the text in a temporary buffer of a type ahead search function, wherein the text constitutes image context data for use by the type ahead search function.

Abstract: The exemplary embodiments disclose a method, a computer program product, and a computer system for supplying power to a device. The exemplary embodiments may include generating power from movement of one or more metal coils relative to one or more pieces of cloth containing one or more electronic threads and transferring the generated power to a device.