Abstract: A navigation instruction of an autonomous vehicle is detected. The autonomous vehicle is in an environment. The autonomous vehicle is communicatively coupled to a plurality of sensors configured to capture environmental information of the environment. An anomalous sensor status of a first sensor of the plurality of sensors is determined based on the plurality of sensors. An air measurement is identified in response to the anomalous sensor status and based on a second sensor of the plurality of sensors. The air measurement is adjacent to the autonomous vehicle. Autonomous movement operation of the autonomous vehicle is directed in response to the movement instruction and based on the air measurement.

Abstract: A processor may receive an air dataset associated with a smart environment having one or more storage objects. The processor may simulate the smart environment using the air dataset. The processor may apply an optimization criteria to the simulation of the smart environment. The processor may generate an optimum smart environment design associated with an improved air condition level of the smart environment and the optimization criteria.

Abstract: A processor may receive worker data associated with a smart environment having one or more workers. The processor may generate a digital twin of the smart environment. The digital twin may be based, at least in part, on the worker data. The processor may simulate the digital twin of the smart environment. The processor may identify, responsive to simulating, a safety score. The safety score may be associated with the one or more workers.

Abstract: A processor may receive component data associated with the machine. The component data may be associated one or more machine auxiliary components configured within one or more environments. The processor may generate a digital twin associated with the machine. The digital twin associated with the machine area may be based, at least in part, on the component data. The processor may simulate the digital twin of the machine. The processor may generate, responsive to simulating the digital twin associated with the machine, the optimized assembly plan for the machine.

Abstract: A method for managing edge resource processing includes identifying a plurality of data sources, wherein each sensor from a plurality of sensors associated with the plurality of data sources produce data for processing by a plurality of edge devices. In response to sampling a data feed from each data source form the plurality of data sources to establish context, the method also includes determining contextual priority for each data source. The method also includes identifying the plurality of edge devices at the location for performing computations on the data produced by the plurality of data sources. In response to identifying a type of computation for the plurality of edge devices, the method also includes determining a computation plan for the edge devices based on the contextual priority for each data source from the plurality of data sources and deploying the computation plan for the plurality of edge devices.

Abstract: A method, computer system, and a computer program product for roadway messaging are provided. A computer receives first information of a reduction of a roadway section. The computer determines a passable road width at the reduction in the roadway section. The computer determines a size of a first vehicle. The computer determines whether the first vehicle fits through the passable road width. The computer generates a first message based on the determining of whether the first vehicle fits through the passable road width, the first message comprising a driving recommendation for the first vehicle. The computer transmits the first message for reception by the first vehicle.

Abstract: A method, computer system, and a computer program product for product safety is provided. The present invention may include mapping one or more products within a smart container by identifying each of the one or more products and determining a location for each of the one or more products. The present invention may include determining a safety level for each of the one or more products. The present invention may include determining a recommended location to store a new product within the smart container based on a safety confidence score, wherein the safety confidence score is determined based on at least the safety score of the one or more products within the smart container, the safety score of the new product, and a machine learning model. The present invention may include displaying the recommended location to a user.

Abstract: A method for managing self-configuration of sensors based on geofencing and context awareness includes determining a position for each object from a plurality of objects within a location. The method also includes segmenting the plurality of objects based on a plurality of parameters, where each parameter provides context to each object and at least one sensor on each object with respect to the location. In response to determining a plurality of geofence areas for the segmentation of the plurality of objects, the method also includes determining a plurality of sensor configurations for the plurality of objects, wherein each sensor configuration is for the at least one sensor on each object. In response to determining an action is performable based on a first sensor configuration from the plurality of sensor configurations, the method also includes performing the first sensor configuration on a first object from the plurality of objects.

Abstract: A method, a computer program product, and a computer system position a plurality of sensors in an area. The method includes receiving data from the sensors positioned at respective first locations where the data is indicative of weather and environmental parameters. The method includes determining weather conditions and an environmental condition based on the weather and environmental parameters. The method includes determining an impact to the environmental condition by the weather conditions. The method includes determining a second location for the sensors based on the impact to the environmental condition. The sensors are configured to generate further environmental parameters with an increased granular level at the second location. The method includes transmitting instructions to a delivery robot to move the sensors to the second location.

Abstract: A method, computer program, and computer system are provided for validating document submissions. A data entry in a data entry field associated with a document associated with a user is identified. A set of validation rules associated with the document is accessed. A determination is made as to whether the identified data entry complies with the accessed set of validation rules. Based on determining that at least a portion of the identified data entry does not comply with a subset of validation rules from among the set of validation rules, feedback is provided to the user corresponding to the portion of the identified data entry that does not comply with the subset of validation rules.

Abstract: Real-time resource deployment and integration can include determining one or more performance priorities for a user computer system based on a plurality of system-generated processing metrics. Based on the one or more performance priorities, a candidate cloud-based service can be determined among one or more previously unanalyzed cloud-based services identified by an automated watcher configured to search a plurality of communication network sites. The current performance of the user computer system can be compared to a potential performance of the user computer system were the candidate cloud-based service deployed. A script can be generated in response to determining, based on the comparing, that deploying the candidate cloud-based service improves performance of the user computer system with respect to the performance priorities. The script reconfigures the user computer system in real-time by automatically deploying the candidate cloud-based service.

Abstract: Computer technology for helping to ensure various types of compliance for a first user on a multi-cloud platform, the technology including the following operations: (i) receiving an initial version of a compliance template for use with a multi-cloud computer system; (ii) applying corrective ensemble modelling under a recommender and reinforcement framework to dynamically update the compliance template to obtain an updated version of the compliance template; (iii) applying corrective ensemble modelling under a recommender and reinforcement framework to dynamically select a recommended set of compliance tools for the first user; and (iv) validating multi-cloud compliance using the template and tools.

Abstract: A set of touch history data can be received, wherein the set of touch history data indicates a set of unintended touch interactions mapped to contextual data in which each unintended touch interaction occurs. A set of touch sensitivity modification conditions can be determined based on an analysis of the set of touch history data, the set of touch sensitivity modification conditions specifying particular touch modifications to be made under particular conditions. A current touch interaction can be received from a device of a user. The current touch interaction can be analyzed to determine whether a touch sensitivity modification condition of the set of touch sensitivity modification conditions is met. In response to determining that the touch sensitivity modification condition is met, a touch sensitivity of the device of the user can be modified.

Abstract: An embodiment for generating an electronic coupon based on user preferences is provided. The embodiment may include receiving real-time and historical data relating to one or more reward coupons. The embodiment may also include identifying a contextual situation of the user and one or more preferences of the user regarding a coupon reward type. The embodiment may further include identifying one or more vendors that match with the one or more preferences of the user. The embodiment may also include generating one or more electronic coupons and presenting the one or more generated electronic coupons to the user. The embodiment may further include in response to determining the one or more generated electronic coupons match at least one preference of the user, adding the one or more generated electronic coupons that match the at least one preference of the user to an account of the user.

Abstract: A method for managing edge resource processing includes identifying a plurality of data sources, wherein each sensor from a plurality of sensors associated with the plurality of data sources produce data for processing by a plurality of edge devices. In response to sampling a data feed from each data source form the plurality of data sources to establish context, the method also includes determining contextual priority for each data source. The method also includes identifying the plurality of edge devices at the location for performing computations on the data produced by the plurality of data sources. In response to identifying a type of computation for the plurality of edge devices, the method also includes determining a computation plan for the edge devices based on the contextual priority for each data source from the plurality of data sources and deploying the computation plan for the plurality of edge devices.

Abstract: A method, a computer program product, and a computer system coordinate a robot-based delivery system. The method includes receiving performance information associated with a delivery robot indicative of operational parameters. The method includes determining maintenance tasks and a time required therefor prior to a delivery task assigned to the delivery robot based on the performance information. The method includes determining a location on a delivery arrangement based on the maintenance tasks and the time. The delivery arrangement includes a package conveyor on which the package is placed and moved therealong and a delivery robot conveyor on which the delivery robot is to be placed and moved therealong. The method includes transmitting an instruction to the delivery robot to land on the delivery robot conveyor at the location such that the one or more maintenance tasks being performed is synchronized with the delivery robot being prepared for the delivery task.

Abstract: Disclosed are techniques to determine navigation paths for mobile points of consumption of edge computing resources where the edge computing resources are at least partially hosted on satellite devices. Datasets corresponding to a set of edge computing satellites are received describing their positions, orbital paths, and edge computing resources. Further datasets are received corresponding to mobile points of consumption of edge computing resources. Using both datasets, predictions are determined corresponding to demand for edge computing resources of the edge computing satellites. When a new mobile point of consumption of edge computing resources queues up a transit route to a destination, that transit route and the accompanying requirement for edge computing resources is compared with the determined predictions of resource availability.

Abstract: According to one embodiment, a method, computer system, and computer program product for adaptive alert messaging is provided. The embodiment may include accepting a request for an alert message, wherein the request includes an activity. The embodiment may also include identifying data from the request, including data regarding the activity. The embodiment may further include tracking a status of the activity in light of the data. The embodiment may also include generating one or more alert messages in light of the request, the data, and the status of the activity. The embodiment may further include providing one or more generated alert messages.

Abstract: Computer technology for management and organizing paused and ongoing conversation in an augmented reality (AR) user interface (for example, an interface for products like Google Glass) and for creating a dynamic user interface with the paused and ongoing computer based chat conversations that include: (i) merger of two or more paused conversation content to a single resumed conversation content; and/or (ii) handing over one or more paused conversation to other users.

Abstract: Enhanced survey information synthesis can include performing a respondent assessment of a survey respondent based on respondent data obtained electronically from one or more electronic data sources. Survey responses provided by the survey respondent can be adjusted, the adjusting based on the respondent assessment. A revised survey can be generated, the revised survey comprising the survey responses adjusted based on the respondent assessment.