Abstract: A device may receive information associated with a work request. The device may identify a work profile, associated with a group of tasks to perform, and a group of task profiles, associated with estimating a resource demand for performing the group of tasks by a group of resources. The device may generate, based on the work profile and the group of task profiles, a plan identifying the group of tasks, an order for performing the group of tasks, and an estimated resource demand associated with performing the tasks. The device may provide, to a resource device associated with the group of resources, an assignment identifying a task from the group of tasks; may receive, from the resource device, a completion update identifying a completion status associated with the task; may update status information based on the completion update; and may output a status update based on the status information.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for identifying people depicted in images. In one aspect, a process includes receiving an image from a camera. A face of a person is detected in the image. The image is compared to a set of images stored in a local cache. A determination is made whether the face of the person matches a face of a person depicted by at least one image of the set of images. In response to determining that the face of the person does not match a face of a person depicted by at least one image of the set of images, a selection is made of a highest quality image of the face of the person. A server system compares the highest quality image to images from data for the multiple people to identify the person.

Abstract: Electronically received data is validated based on a digital data image that is scanned from a paper document. Known paper document source entities, paper document types and associated paper document configuration information are stored in a database. The paper documents are converted to digital data images and optically processed to identify respective source entity and document type information represented within the digital data images. Appropriate document configuration information is retrieved based on association with the detected type of document. Validation target data is extracted from the digital data images based on the configuration information and processed. The electronically received data is validated based on the extracted and processed validation target data.

Abstract: A request to perform a transaction is detected. Based on the request to perform the transaction, one or more factors related to a context in which the transaction is being requested are determined. Based on the one or more factors, one or more parameters for authenticating a user that requested performance of the transaction are determined. The user that requested performance of the transaction is authenticated based on the determined one or more parameters for authenticating the user that requested performance of the transaction. Based on to authenticating the user that requested performance of the transaction, performance of the requested transaction is allowed.

Abstract: Information related to tasks and resources is leveraged in a computer system to assign one or more new tasks to one or more resources. The approach relies upon historical and predictive data associated with the tasks and resources of a system to assign tasks to resources in a manner which seeks to optimize one or more qualities of task handling. Tasks can then be distributed to their respective resources according to a task assignment so that they may be handled.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for implementing a response to one or more security incidents in a computing network. One of the methods includes identifying a security incident based on detecting one or more indicators of compromise associated with the security incident, comparing the security incident with a predefined ontology that maps the security incident to one or more courses of action, selecting a response strategy that includes one or more of the courses of action, and implementing the response strategy as an automated response.

Abstract: An enterprise resource planning tool that accesses primary sales data tracked by an enterprise resource planning system operated by a company and describing primary sales of products offered by the company. The enterprise resource planning tool also accesses inventory level data that describes inventory levels for the products at one or more recipients of the primary sales of the products offered by the company. The enterprise resource planning tool further derives secondary sales data that describes secondary sales of the products offered by the company based on the accessed primary sales data and the accessed inventory level data. In addition, the enterprise resource planning tool stores the derived secondary sales data and uses the stored secondary sales data to perform operations related to enterprise resource planning.

Abstract: In one implementation, a computer-implemented method includes receiving, at a process risk classifier running on a computer system, a request to determine a risk level for a particular process; accessing one or more signatures that provide one or more snapshots of characteristics of the particular process at one or more previous times; identifying one or more differences between the particular process in its current form and the one or more signatures; accessing information identifying previous usage of the computer system's resources by the particular process; determining a current risk score for the particular process based, at least in part, on (i) the one or more signatures for the particular process, (ii) the one or more differences between the particular process in its current form and the one or more signatures, and (iii) the previous usage of the resources; and providing the current risk score for the particular process.

Abstract: An extensible single point orchestration system receives service requests from applications. In dependence upon the service request a single third party provider service or multiple third party provider services is identified. When the single third party provider service is identified, the system dynamically adapts a core capability service, using a stored configuration entity, so as to set an appropriate message format and transmit a service call message to an external API of the identified single third party provider service. When multiple third party provider services are identified, the system dynamically adapts the core capability service, using another stored configuration entity, so as to set a respective appropriate message format for parallel data transmission of service call messages to each of the respective identified third party provider services and transmits the service call messages to respective external APIs of each of the third party provider services.

Abstract: One or more computing resources, of a project management platform, may implement a delivery tool layer to provide one or more tools associated with managing portions of a project. The one or more computing resources may implement an integration layer to integrate the one or more tools into the project management platform for the project. The one or more computing resources may implement a data acquisition layer to obtain data regarding the project. The one or more computing resources may implement an automation layer to automate tasks associated with the project. The automation layer may be associated with automating a set of development operations, a set of maintenance operations, a set of management operations, a set of testing operations, or the like. The one or more computing resources may implement an artificial intelligence (AI) layer to process data relating to the project using one or more AI integrations.

Abstract: Condition detection using image processing may include receiving telemetry data related to movement of a vehicle along a vehicle path. Condition detection using image processing may further include receiving images captured by the vehicle, and generating, based on the telemetry data and the images, an altitude map for the images, and world coordinates alignment data for the images. Condition detection using image processing may further include detecting the entities in the images, and locations of the entities detected in the images, consolidating the locations of the entities detected in the images to determine a consolidated location for the entities detected in the images, generating, based on the consolidated location, a mask related to the vehicle path and the entities detected in the images, and reconstructing three-dimensional entities model for certain types of entities, based on the entities masks and world coordinates alignment data for the images.

Abstract: Hardware acceleration supports complex software processes. In particular, a hardware security module provides encryption support for transaction chains. In one implementation, the security module circuitry provides high-speed security features and acceleration of the security features for blockchain processing.

Abstract: A device may obtain text to be processed to extract constraints corresponding to an object in the text. The constraints may define values permitted to be associated with the object. The device may extract the constraints based on identifying patterns in the text. The device may generate, based on the constraints, positive test data and negative test data for testing values for the object. The positive test data may include a first value that satisfies each of the constraints, and the negative test data may include a second value that violates at least one of the constraints. The device may provide information that identifies the positive test data and the negative test data.

Abstract: A method for controlling a sensor may be performed by a mobile device including a processor and a memory. The method may include receiving raw data from the sensor, classifying the raw data into a context value, interpreting the context value into a higher-level context, receiving a predicted context based on the higher-level context, and controlling the sensor based on the predicted context. Controlling the sensor may include controlling a frequency at which raw data is received from the sensor, or an on/off state of the sensor. Control of the sensor may also be based on both the higher-level context and the predicted context.

Abstract: Cloud computing has emerged as an extremely popular implementation option for a wide range of computing services. However, provisioning services into the cloud is an extremely difficult technical challenge. This is due in part to the regular emergence of new cloud service providers, as well as the routine changing and reconfiguration of the disparate computing platforms, services, assets, supported technical components, and other features offered by the service providers. An analysis architecture determines how to map a particular technical component into the execution environment of any particular service provider with the aid of translation scripts.

Abstract: A device may select an enterprise content management (ECM) system for monitoring. The ECM system may include a set of subsystems. The device may monitor the set of subsystems of the ECM system based on selecting the ECM system for monitoring. The device may perform a set of health checks on the set of subsystems based on monitoring the set of subsystems. The set of health checks may include a validation of a set of network addresses associated with the set of subsystems, an analysis of a set of log files associated with the set of subsystems, and a determination of a set of metrics associated with the set of subsystems. The device may generate a health check report based on the set of health checks. The device may provide the health check report.

Abstract: Cloud computing has emerged as an extremely popular implementation option for a wide range of computing services. However, provisioning services into the cloud is an extremely difficult technical challenge. This is due in part to the regular emergence of new cloud service providers, as well as the routine changing and reconfiguration of the disparate computing platforms, services, assets, supported technical components, and other features offered by the service providers. An analysis architecture determines how to map a particular technical component into the execution environment of any particular service provider, including translation through a reference type.

Abstract: The disclosed embodiments include computerized methods and systems, including computer programs encoded on a computer storage medium, for objectively characterizing an impact of an intervention on individuals or groups. For example, a computing system may obtain, and store in a data lake, intervention data identifying interventions, and objective data characterizing an impact of these interventions on at least one individual. The computer system may also populate a queryable interface with query parameters (e.g., at least one of the interventions and at least a portion of the objective data), which may be presented to a user via a device. The computer system may obtain stored intervention and objective data consistent with a received query, which may be provided to the device for presentation to the user. The disclosed embodiments also provide a visual representation of trends in the stored data and candidate interventions the address the identified trends without user input.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for providing network resources based on available user information. The methods, systems, and apparatus include actions of obtaining a set of user information, receiving a request to access a network resource, and in response to receiving the request to access the network resource, determining user information requested by the network resource. Additional actions include determining whether the set of user information satisfies the user information requested by the network resource and in response to determining that the set of user information satisfies the user information requested by the network resource, selecting a particular network resource to provide in response to the request. Further actions include in response to selecting the particular network resource, providing the particular network resource in response to the request.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for recognizing object sub-types in images. One of the methods includes receiving training data; selecting training data for an image; determining whether to randomly permute a value of a property of the selected image; providing, to a deep neural network, the particular training data or the randomly permuted particular training data; receiving, from the deep neural network, output data indicating a predicted label for an object sub-type for an object depicted in the selected image, and a confidence score that represents a likelihood that the object has the object sub-type; updating one or more weights in the deep neural network using an expected output value, the predicted label, and the confidence score; and providing the deep neural network to a mobile device for use detecting whether one or more images depict objects having the particular object sub-type.