Abstract: A system that includes a first device configured to send a set of real world values to a second device using an unsecure channel and to send a correlithm object algorithm and a correlithm object key to the second device using a secure channel. The first device is further configured to input the set of real world values and the correlithm object key into the correlithm object algorithm to generate a sensor table that identifies the set of real world values and a set of correlithm objects corresponding with the set of real world values. The first device is further configured to store the sensor table in a first memory.

Abstract: Various embodiments relate generally to data science and data analysis, computer software and systems, including a subset of intermediary executable instructions constituting an communication interface between various software and/or hardware platforms, and, more specifically, to an automated application interface governance platform to automate development, maintenance, and governance functions for application interfaces, such as harmonizing, validating, and/or replicating application program interfaces (“APIs”). For example, a method may include identifying a subset of application interfaces, synthesizing a data structure for each application interface, analyzing the data structure against other data structures to identify duplicative portions among multiple data structures, substituting a reference to a location into a portion of multiple application interfaces.

Abstract: Systems, methods, and products, are described herein for self-curative computer process automates. Execution of an automate for testing of an application is initiated. The application includes a plurality of user interface elements, each user interface element having a plurality of properties. A change to a user interface element of the plurality of user interface elements during the execution of the automate is identified based on a change to at least one property of the plurality of properties associated with the user interface element. A modification to the plurality of properties associated with the user interface element is generated based on a ranking of the plurality of user interface elements, the generated modification curing the change to the at least one property. The generated modification is caused to display on a graphical user interface for further acceptance of the generated modification to the automate.

Abstract: Example implementations described herein are directed to systems and methods that include the storage of I/F communication activity during a co-execution and a repeater to reproduce such I/F communication activity. Thus in a subsequent re-execution of the simulation or applications, one or more of the simulations or applications utilized can be replaced with a repeater without requiring the full execution of the simulation or application, thereby saving license usage as well as requiring fewer hardware resources for execution.

Abstract: In one or more embodiments, one or more systems, methods, and/or processes may receive an interrupt from a device associated with the information handling, the device different from a memory medium; retrieve an executable from the device; store the executable via the memory medium; provide a signal to an operating system executing on the information handling system, the signal indicating that the executable was stored via the memory medium; and execute the executable via the processor, the executable configured to: retrieve, from the device, a device driver and firmware for the device; and install the device driver and the firmware for the device.

Abstract: This document describes techniques and devices for task-related sorting, application discovery, and unified bookmarking for application managers. Through use of an application manager, multiple applications (including standalone applications, instant applications, websites, and other content) that a person can use to accomplish a single task, or multiple related tasks, are sorted into discrete groups for display in the application manager. The application manager can automatically recognize relationships between activities performed with the applications and recognize user actions with the applications that are related to the activities. Based on the relationships and user actions, the application manager can automatically determine that the activities and actions represent a task and display a task group that includes the applications that represent the task.

Abstract: A application-program processing method is provided. The method includes obtaining a sub-application identifier by using a parent application running in an operating system, obtaining a corresponding sub-application page configuration file according to the sub-application identifier, and obtaining a common-component identifier from the sub-application page configuration file. The method also includes selecting a common-component corresponding to the common-component identifier from a common-component library provided by the parent application, and generating a sub-application page according to the selected common-component.

Abstract: Fluid motion is simulated by performing a first fluid simulation without reflecting all of a plurality of forces acting on a fluid, to obtain a first velocity of the fluid at a current time step; estimating a velocity residue at the current time step by inputting a calculated velocity from the previous time step into a regression model. The regression model is trained to relate velocity obtained by performing a second fluid simulation reflecting the plurality of forces acting on the fluid to a difference between the velocity obtained by performing the first fluid simulation and the velocity obtained by performing the second fluid simulation; and calculating a velocity of the fluid at the current time step by adding the first velocity at the current time step and the velocity residue at the current time step.

Abstract: One embodiment of the invention disclosed herein provides techniques for fitting a mesh representation that includes a plurality of mesh points with a NURBS surface. A subdividing engine subdivides the mesh representation into a plurality of patches in a parametric domain. A vertex solving engine computes one or more vertex boundary continuity constraints for each vertex included in a plurality of vertices associated with the plurality of patches. An edge solving engine computes one or more edge boundary continuity constraints for each edge included in a plurality of edges associated with the plurality of patches. A patch solving engine fits a first patch included in the plurality of patches with at least one partial NURBS surface based on the vertex boundary continuity constraints and the edge boundary continuity constraints.

Abstract: The present disclosure relates to methods and apparatus for machine learning processing. For example, disclosed techniques facilitate improving execution of machine learning primitives. Aspects of the present disclosure may store a command stream generated by an application in a buffer, the command stream including a plurality of machine learning primitives for execution by a graphics processor. Further, aspects of the present disclosure identify, after receiving a request from the application to finalize the buffer, two or more machine learning primitives of the buffer that may be replaced with a fused shader kernel. Additionally, aspects of the present disclosure may store the fused shader kernel in the buffer to generate a fused command buffer.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for retrieving local information on a user device include detecting itinerary information stored by a first application on a user device, and identifying a travel destination based on the detected itinerary information. The travel destination is communicated to a second application executable on a user device, and the travel destination is stored in association with the second application. The second application is adapted to retrieve local information based on an identified geographic location, and local information for the travel destination is provided through the second application in response to a user interaction with the second application and based on a triggering threshold associated with the itinerary information.

Abstract: Various embodiments of the invention provide methods, systems, and computer-program products for converting a connection string configured to use a first API to connect to a data source of a data source type to using a second, different API to connect to the data source. The data source type is identified as being associated with the string and the string is parsed and stored in a key-value dictionary. An object is instantiated for a subclass designed for the data source type. This subclass inherits from a base class that includes an abstract version of a method defined for the second API and the subclass includes a non-abstract version of this method. A string is generated by calling the method associated with the object, causing the non-abstract version to be executed, which uses the dictionary to generate the string configured to use the second API to connect to the data source.

Abstract: A query referencing a function associated with a remote software component is received by a network-based data warehouse system. Temporary security credentials corresponding to a role at a cloud computing service platform are obtained. The role has permission to send calls to a web endpoint corresponding to the remote software component. A request comprising input data and electronically signed using the temporary security credentials is sent to a web Application Programming Interface (API) management system of the cloud computing service platform. The request, when received by the web API management system, causes the web API management system to invoke external functionality provided by the remote software component at the web endpoint with respect to the input data. A response comprising a result of invoking the external functionality is received from the web API management system, and the result data is processed according to the query.

Abstract: Techniques for providing and servicing listed repository items such as algorithms, data, models, pipelines, and/or notebooks are described. In some examples, web services provider receives a request for a listed repository item from a requester, the request indicating at least a category of the repository item and each listing of a repository item includes an indication of a category that the listed repository item belongs to and a storage location of the listed repository item, determines a suggestion of at least one listed repository item based on the request, and provides the suggestion of the at least one listed repository item to the requester.

Abstract: One embodiment provides a system for facilitating anomaly detection. During operation, the system determines, by a computing device, a set of training instances, wherein a training instance represents a single class of data within a predefined range. The system computes a similarity score for each testing instance in a set of testing instances, wherein the similarity score is based on a similarity function which takes as input a respective testing instance and the set of training instances. The system determines a boundary threshold based on an ordering of the similarity score for each testing instance. The system classifies a first testing instance as an anomaly responsive to determining that the first testing instance falls outside the boundary threshold, thereby enhancing data mining and outlier detection in the single class of data using unlabeled training instances.

Abstract: Systems and methods for data-driven recommendations during infrastructure project design. Input data, which may comprise technical data and stakeholder data, is passed to a design module. Based on that data, the design module recommends a design for the infrastructure project and recommends components to be used in the design. The design is then passed to a fleet selection module for identifying logistical needs of the design; to a cost estimation module for predicting the cost of the design; to a deterioration-forecaster module for predicting the rate of deterioration of the design components; and a scheduling module for scheduling construction tasks while accounting for logistical needs. The user is then presented with a project design and that design's logistical requirements, projected costs, likely maintenance requirements, and scheduling needs. The user may modify the design and the system may recommend additional modifications.

Abstract: A computer-implemented method of controlling communication resources and computation resources of a computerized system includes continually monitoring dual observables. The dual observables include one or more communication observables pertaining to one or more communication channels of the system, and one or more compute observables pertaining to a computational workload execution by a processor of the system. The method also includes jointly adjusting dual resources of the system based on the dual observables monitored, where the dual resources include communication resources for the one or more communication channels, and computation resources for the computational workload execution. Such a method can be used for sprinting both communication and computational resources, in a consistent way, for the system to best cope with temporary situations, in terms of both workload execution and data traffic. The invention is further directed to related systems and computer program products.

Abstract: A search device updates positions and momentums of a plurality of virtual particles, for each unit time from an initial time to an end time. The search device, for each unit time, calculates, for each of the particles, a position at a target time of a corresponding particle, calculates, for each of a plurality of nodes, a first accumulative value by cumulatively adding positions at the target time of two or more particles corresponding to outgoing two or more directed edges, calculates, for each of the nodes, a second accumulative value by cumulatively adding positions at the target time of two or more particles corresponding to incoming two or more directed edges, and calculates, for each of the particles, a momentum at the target time of a corresponding particle based on the first accumulative value and the second accumulative value.

Abstract: An emulation host system can configure a reprogrammable hardware emulation system to emulate an electronic circuit design. The emulation host system can analyze the electronic circuit design for electronic circuits that are repetitive. The emulation host system can partition the electronic circuits onto a single partition. The emulation host system can map the single partition onto a single programmable logic element (PLE) of the reprogrammable hardware emulation system. The emulation host system can configure the reprogrammable hardware emulation system to emulate the electronic circuits using the single PLE.

Abstract: Systems, methods, and computer-readable media for managing service calls over a network may include a signal routing engine with a maintained forwarding table for various network functions and micro-services in a services back end for the network. The signal routing engine can include a call conversion service for converting REST API calls to an internal network call protocol for increasing network function processing speeds, decreasing bandwidth usage, and improving network responsiveness and manageability.