Abstract: Techniques are provided for computing with private healthcare data. The techniques include a method comprising constructing an isolated memory partition that forms a secure enclave and pre-provisioning software within the secure enclave. The pre-provisioned software is configured to receive at least one of input data or the instructions for the one or more application computing processes in an encrypted form; decrypt the at least one of input data or instructions using one or more cryptographic keys; execute the one or more application computing processes based on the decrypted at least one of input data or instructions to generate output data; generate a proof of execution that indicates that the one or more application computing processes operated on the received input data; encrypt the output data using the one or more cryptographic keys; and provide external access to the encrypted output data and the proof of execution.

Abstract: The invention relates to method and system for classifying faces of a Boundary Representation (B-Rep) model using Artificial Intelligence (AI). The method includes extracting topological information corresponding to each of a plurality of data points of a B-Rep model of a product; determining a set of parameters based on the topological information corresponding to each of the plurality of data points; transforming the set of parameters corresponding to each of the plurality of data points of the B-Rep model into a tabular format to obtain a parametric data table; and assigning each of the plurality of faces of the B-Rep model a category from a plurality of categories based on the parametric data table using an AI model.

Abstract: A method for estimation of performance characteristics for transport control protocol includes sparsely sampling, at a middlebox, a plurality of packets from a transport control protocol (TCP) connection between a source endpoint and a destination endpoint through the middlebox. For each packet of the sampled plurality of packets, the method includes generating a time stamp when the packet is sampled and recording a sequence number and an acknowledgment number for the respective packet. The acknowledgment number is recorded when the acknowledgment number exists for the respective packet. The method also includes generating an estimated performance characteristic for the TCP connection between the source endpoint and the destination endpoint through the middlebox over the period of time based on at least two of a respective time stamp, a respective sequence number, or a respective acknowledgment number from one or more of the sampled plurality of packets.

Abstract: A method, computer systems and program product to import non-compliant container images is provided. A processor receives a non-compliant container image, wherein the container image is not compliant with a target computing environment. A processor extracts a one or more embeddings from the non-compliant container image. A processor compares the one or more embeddings from the non-compliant container image to a plurality of one or more embeddings from an image catalog. A processor identifies a similar image from the image catalog based on the comparison of layer embeddings from the non-compliant container image and the similar image. A processor deploys the similar image in the target computing environment.

Abstract: A method for monitoring performance of one or more a warehouses, including steps to receive a request to generate a dashboard visualization associated with a portfolio of assets, the request comprising: a location of the portfolio of assets; and at least one KPI descriptor; and in response to the request: obtain, based on the location of the portfolio of assets and the KPI descriptor, aggregated data associated with the portfolio of assets; determine metrics associated with the portfolio of as2sets for the aggregated data; and provide the dashboard visualization to an electronic interface of a computing device, the dashboard visualization comprising the metrics associated with the portfolio of assets, and optimize one or more process conditions for one or more assets associated with the portfolio of assets based on the aggregated data.

Abstract: A system configured to: receive a request to generate a dashboard visualization associated with one or more edge devices, the request comprising: a categorization of one or more of the edge devices; and at least one operational descriptor; and in response to the request: obtain, based on the categorization of the one or more edge devices and the operational descriptor, aggregated data associated with the one or more edge devices; determine a status associated with the one or more edge devices for the aggregated data; provide the dashboard visualization to an electronic interface of a computing device, the dashboard visualization comprising the status associated with the one or more edge devices, determine a list of prioritized actions for the one or more edge devices based on the status; and optimize a status of the one or more edge devices based on the determined list of prioritized actions.

Abstract: A method providing a support device to assist personnel includes receiving data values from various devices associated with a task being performed by personnel, wherein the various devices include at least one Internet of Things (IoT) device and at least one wearable device. The method also includes comparing the received data values to historical data values associated with a pre-established knowledge corpus and identifying the task being performed by the personnel. In response to determining the received values exceed the historical values by a predetermined threshold for the task being performed by the personnel, the method includes determining whether the personnel require assistance with performing the task. In response to determining the personnel requires assistance with performing the task, the method includes instructing a support device to perform an action to assist the personnel with performing the task.

Abstract: A computer-implemented method for dynamic landscape channeling using an autonomous robotic soil dredger. The method derives one or more landscape metrics, wherein the one or more landscape metrics comprise soil metrics, environmental conditions, and vegetation water consumption metrics. The method further generates a digital twin of proposed trench and ridge metrics based on the derived one or more landscape metrics, wherein the proposed trench and ridge metrics comprise a depth of the trench, a distance between one or more trenches, a stream size, a slope of the trench, and a shape of the trench. The method further determines a trench pattern based on the generated digital twin of the proposed trench and ridge metrics and collaborates with the autonomous robotic soil dredger to generate the trench pattern.

Abstract: Container image optimization is provided for a deployment environment. An indication of a plurality of container images to be deployed in a deployment to provide a plurality of services within a computing environment is obtained. The plurality of container images of the deployment has a total layer size of a plurality of image layers of the plurality of container images. At least one container image of the plurality of container images is reconfigured to adjust the total layer size for the deployment. The reconfiguring is based on one or more deployment characteristics of the deployment and includes replacing at least one image layer of a container image of the at least one container image with one or more other image layers configured based on the plurality of container images to be deployed.

Abstract: A zirconia ceramic material for use in dental applications is provided comprising an yttria-stabilized zirconia material comprising from 4.5 mol % to 5.1 mol % yttria. Optionally, the zirconia ceramic has a coloring agent that may comprise one or more metals selected from terbium (Tb), chromium (Cr), erbium (Er), and cobalt (Co), and further, may, optionally, comprise alumina, which if present may be in an amount from 0 wt % to 0.25 wt %. The zirconia ceramic materials exhibit both enhanced translucency and a flexural strength of at least 800 MPa when fully sintered.

Abstract: A user equipment (UE) includes: a first subscriber identity module (SIM) associated with a first service provider subscription and a second SIM associated with a second service provider subscription; the US is configured to operate the first service provider subscription in an active-mode and operating the second service provider subscription in an idle mode; and the UE is further configured to signal a changing quantity of multiple input, multiple output (MIMO) layers available to the first service provider subscription in response to radio frequency (RF) resource sharing with the second service provider subscription for a paging operation of the second service provider subscription.

Abstract: Systems and methods are provided for controlling power modes of a vehicle and for providing passive entry to the vehicle. A sleep command can be sent from a central controller to multiple domain controllers to enter a sleep state. When the sleep command is received by a first domain controller, a sleep state is entered. When the sleep command is received by a second domain controller, a stealth state is entered. While in the stealth state, the second domain controller periodically wakes up from a sleep state to monitor a condition. In response to detecting a first condition, the second domain controller returns to the sleep state. In response to detecting a second condition, the second domain controller sends a notification of the second condition to the central controller.

Abstract: A method for traffic flow acceleration including: retrieving a Transmission Control Protocol (TCP) User Datagram Protocol (UDP) or Quick UDP Internet Connection (QUIC) traffic flow from the computer network; mapping the traffic flow to a subscriber; determining congestion control parameters associated with the traffic flow; determining subscriber buffer management parameters based on the subscriber and the congestion control parameters; and managing a buffer depth at a subscriber level based on the subscriber buffer management parameters.

Abstract: A processor may collect a set of repositories. The processor may filter the set of repositories based on one or more predefined rules. The processor may obtain a high-quality subset from the set of repositories. The high-quality subset may include one or more datum. The processor may split the one or more datum into a high-quality dataset and an uncertain dataset.

Abstract: A wearable device for securely remaining coupled to a user and recording data pertaining to the user is provided. The device includes a main body, which has a display for viewing, a magnet for aligning the main body to other objects, a rechargeable battery for powering the main body and a computing module for storing, transferring and analyzing data. The device also includes a band extending from a first end of the main body to a second end of the main body for permitting coupling of the device to a user. The band may include anti-tampering features for preventing uncoupling of the device from a user without detection. The wearable device includes a charger to be worn adjacent to the device for wirelessly charging.

Abstract: A system and method for detecting a perceived level of driver discomfort in an automated vehicle that include receiving image data associated with a driving scene of an ego vehicle, dynamic data associated with an operation of the ego vehicle, and driver data associated with a driver of the ego vehicle during autonomous operation of the ego vehicle. The system and method also include analyzing the image data, the dynamic data, and the driver data and extracting features associated with a plurality of modalities. The system and method additionally include analyzing the extracted features and detecting the perceived level of driver discomfort. The system and method further include analyzing the perceived level of driver discomfort and detecting a probable driver takeover intent of the driver of the ego vehicle to takeover manual operation of the ego vehicle.

Abstract: According to one embodiment, a method, computer system, and computer program product for converting traffic noises is provided. The embodiment may include capturing audio input relating to traffic conditions or environmental conditions surrounding a user or a vehicle containing a user. The embodiment may also identifying undesirable noises from within the captured audio. The embodiment may further include generating mood-improving sounds for a user based on the identified noises. The embodiment may also playing the generated sounds for the user. The embodiment may further include alerting the user or a second user of relevant traffic conditions or relevant environmental conditions including conditions that correspond to the identified noises.

Abstract: A kernel of an HLOS may originate one or more memory refresh requests. Each memory refresh request may have a first memory address range and a size value. A resource power manager may be coupled to the kernel and coupled to memory. The memory may have a plurality of memory ranks. The resource power manger may receive a memory refresh request from the kernel. The resource power manager may then determine if the plurality of memory ranks is either symmetrical or asymmetrical. If the memory ranks are symmetrical, then the resource power manager distributes the memory refresh request evenly and in a parallel manner across the symmetrical memory ranks. If the memory ranks are asymmetrical, then the resource power manager will then determine if the memory refresh request should be one of: a linear only memory refresh; an interleave with linear memory refresh; or an interleave only memory refresh.

Abstract: According to one embodiment, a method, computer system, and computer program product for light-based navigation of robotic device. The embodiment may include detecting a light beam. The embodiment may include identifying a source location and an endpoint location of the light beam. The endpoint location comprises a location where the light beam intersects a surface. The embodiment may include receiving a voice command to proceed to the endpoint location. The embodiment may include instructing a mobile robotic device to proceed directly to the endpoint location. In response to the mobile robotic device reaching the endpoint location, the embodiment may include instructing the mobile robotic device to perform an activity therein.

Abstract: Systems and methods are disclosed for providing a multi-component application, including a first and second component. Functionality of the application may be easily and rapidly modified by modification to the first component, without requiring modification to the second component. The first component may be implemented locally at a client device, while the second component is implemented remotely. While modification of the second component may require privileges of a remote location, a user of a client device may modify the first component while maintaining interoperability and compatibility with the second component, thereby enabling the end user to modify functionality of the multi-component application. In some instances, different versions of a first component are provided, and an end user of a client device is enabled to specify which version of the first component should be used.