Abstract: A medical device that includes a body and an arm extending from the body and configured to receive a first device such that the first device is suspended relative to the body. Translation of the arm relative to the body is configured to move the first device relative to the body. The medical device includes a receiver extending from the body and configured to receive a second device such that the second device is suspended relative to the body.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media relate to a method for creating a data environment and a computational environment to perform data processing and real-time data request management. The system provides for the creation of definition files to create a data environment to periodically precompute aggregated data values, and the creation of an execution environment in which features may be defined to process a real-time request with at least one of the features accessing one of the created datasets.

Abstract: In various embodiments, a parameter domain graph application generates UV-net representations of 3D CAD objects for machine learning models. In operation, the parameter domain graph application generates a graph based on a B-rep of a 3D CAD object. The parameter domain graph application discretizes a parameter domain of a parametric surface associated with the B-rep into a 2D grid. The parameter domain graph application computes at least one feature at a grid point included in the 2D grid based on the parametric surface to generate a 2D UV-grid. Based on the graph and the 2D UV-grid, the parameter domain graph application generates a UV-net representation of the 3D CAD object. Advantageously, generating UV-net representations of 3D CAD objects that are represented using B-reps enables the 3D CAD objects to be processed efficiently using neural networks.

Abstract: As described herein, a system, method, and computer program are provided orchestrating patching of microservices. A plurality of microservice patches are detected, the plurality of microservice patches made available for a plurality of different cloud platforms each provided by a different cloud provider of a plurality of cloud providers. Further, installation of the plurality of microservice patches in a running production system is centrally managed.

Abstract: Computer vision systems and methods for automatic parcel alignment are provided. The system receives a geotagged aerial image, parcel information, and semantic information where each of the parcel and semantic information are overlaid on the geotagged aerial image. The system cleans the parcel information and the semantic information. The system optimizes the parcel information by grouping geo-registered parcels present in the geotagged aerial image into a plurality of islands and generating a plurality of parcel alignment solutions for each island of the plurality of islands. The system refines the plurality of parcel alignment solutions for each island and regularizes each island. The system generates a composite parcel alignment solution based on the refined plurality of parcel alignment solutions for each regularized island to align the geo-registered parcels of each regularized island with the geotagged aerial image.

Abstract: A medical device that includes a handle including a first body and a second body that are movable relative to one another, and an actuator including a first housing movably coupled to the first body and a second housing movably coupled to the second body. The medical device is configured to move between an open configuration in which the first body is at least partially decoupled from the second body and the first housing is at least partially decoupled from the second housing, and a closed configuration in which the first body is coupled to the second body and the first housing is coupled to the second housing.

Abstract: A medical device may comprise a proximal component. The proximal component may comprise a handle with a coupling portion. The coupling portion is configured to releasably couple to a distal joint of a distal component of the medical device. A proximal wire may extend distally from the handle. The distal end of the proximal wire may include a connector that may be configured to releasably connect to a distal wire of the distal component of the medical device.

Abstract: A method includes obtaining an indication of a user interface (UI) component of a user interface, and determining an association between the UI component and a dynamic identifier. The method also includes, based on determining the association, determining one or more static properties of one or more parent UI components of the UI component, and generating a component selector for the UI component based on the one or more static properties. The method further includes outputting the component selector for the UI component.

Abstract: Techniques for implementing a last known good (LKG) client-side cache for DNS resiliency are disclosed. A first DNS request is submitted to a DNS server. A first DNS resolution that resolves an IP address for a domain name is received. A service stores the first DNS resolution in an LKG cache residing on the local host. A second DNS request is sent, where the second DNS request again requests to resolve the same domain name. In response to determining that a second DNS resolution for the second DNS request has not been received, the service obtains the IP address for the domain name from the LKG cache.

Abstract: The present invention provides a robust and effective solution to an entity or an organization by enabling a plurality of set top boxes (STBs) to be used as seeders for peer to peer network distribution of data. The plurality of STBs may be used to utilize the Internet for downloading content of the network along with streaming of the content. After downloading the content by the STB by following a predefined set of instructions, the STB may provide the downloaded content to the network. After a predefined time, the STB would not be able to transfer data via internet because a sever coupled to the STB may automatically stop accepting incoming connections to download from other STBs associated with the network.

Abstract: The system can include a set of joints, a controller, and a model engine; and can optionally include a support structure and an end effector. Joints can include: a motor, a transmission mechanism, an input sensor, and an output sensor. The system can enable articulation of the plurality of joints.

Abstract: The disclosed techniques store certain information of functional modules and lanes to optimize a die-to-die interconnect link. Based on the information, the apparatus can optimize a link width and a multi-module link configuration of the interconnect link. An integrated circuit device includes a first die, a second die, and a die-to-die (D2D) interconnect link connected between the first die and the second die. The D2D interconnect link includes a plurality of lanes grouped into a plurality of modules. The apparatus maintains a training result of the D2D interconnect link based on the training of the D2D interconnect link, the training result including one or more link configurations of the plurality of modules. The apparatus selects a link configuration of the one or more link configurations to configure the D2D interconnect link including one or more of the plurality of modules.

Abstract: Systems, methods and computer-readable memory devices are provided for greater efficiency in the configuration of a database cluster for performing a query workload. A database cluster configuration system is provided that includes a database cluster comprising one or more compute resources configured to perform database queries. A query workload comprising a plurality of queries is received. An initial workload-level configuration is applied. For each query of the query workload, a query-level configuration is generated using a query configuration model corresponding to each query in a contextual Bayesian optimization with centroid learning while also leveraging the query plan for each executing query for query characterization and including application of virtual operators. Query events are collected and used to update the corresponding query configuration model. The workload-level configuration is updated based on the query events and cached for use during a subsequent execution of the workload.

Abstract: Synthetic endornaviral satellite RNA molecules and satellite particles containing the same are disclosed. The synthetic endornaviral satellite RNA molecules can include coding and/or non-coding cargo sequences, and are heritable through generations of plants. Also disclosed are methods of using the endornaviral satellite RNA molecules and satellite particles containing the same to change plant phenotypes, improve plant stress resistance, and improve plant pest and pathogen resistance.

Abstract: The techniques described herein relate to a method including: providing a data movement agent; providing a data movement control plane; determining, by the data movement agent, a work order, wherein the work order indicates a dataset to be moved; including, in the work order, a concurrency configuration, wherein the concurrency configuration indicates a number of parts that a file included in the dataset will be partitioned into, and a number of threads from an available thread pool that will be used to execute movement of the number of parts to a destination; receiving, by the data movement control plane and from the data movement agent, the work order; and executing, by the data movement control plane, the work order.

Abstract: An electronic apparatus, including: an input interface; and at least one processor configured to: receive bit-format input data using the input interface, convert input bits included in the input data to obtain input qubits, encode the input qubits to obtain encoded qubits, estimate quantum amplitude values of a predetermined number of the input qubits using a quantum neural network (QNN) based on the encoded qubits, determine a probability value corresponding to the data based on the estimated quantum amplitude values, and authenticate the input data by comparing the determined probability value with a predetermined authentication radius value

Abstract: Certain aspects of the present disclosure provide techniques for automatically detecting and classifying tumor regions in a tissue slide. The method generally includes obtaining a digitized tissue slide from a tissue slide database and determining, based on output from a tissue classification module, a type of tissue of shown in the digitized tissue slide. The method further includes determining, based on output from a tumor classification model for the type of tissue, a region of interest (ROI) of the digitized tissue slide and generating a classified slide showing the ROI of the digitized tissue slide and an estimated diameter of the ROI. The method further includes displaying on an image display unit, the classified slide and user interface (UI) elements enabling a pathologist to enter input related to the classified slide.

Abstract: A vehicular trailer assist system includes a camera disposed at a rear portion of a vehicle and viewing at least rearward of the vehicle, and an electronic control unit (ECU), which includes an image processor for processing image data captured by the camera. The ECU executes a deep neural network (DNN) to determine presence of a trailer in image data captured by the camera. The DNN, responsive to processing of image data captured by the camera, determines a position of a trailer in the captured image data. The DNN, responsive to determining the position of the trailer, classifies the trailer into a trailer category. The ECU, responsive to the DNN determining the position of the trailer and based on the classification, generates an output to autonomously control the vehicle to align the vehicle with the trailer and navigate the vehicle toward the trailer.

Abstract: An electronic locking mechanism has a body portion with movable retaining members that are controlled utilizing an electrically controlled actuator. The actuator operates the retaining member to move radially outwardly of the body portion circumference in a locked position and allows the retaining member to move radially inwardly of the circumference in an unlocked position. An electronic key can be utilized to operate the electronic locking mechanism.

Abstract: A method and system for managing source cell connection during a Dual Active Protocol Stack (DAPS) handover with respect to a UE. The method includes establishing, while maintaining DAPS data bearers with a source cell, DAPS data bearers with a target cell during DAPS handover in response to receiving a DAPS handover message from the source cell. The method monitors a plurality of channel condition parameters of the target cell upon successful establishment of the DAPS data bearers with the target cell. Thereafter, the method determines whether a value of each of the monitored plurality of channel condition parameters is more than a respective predefined threshold value, if so, the DAPS data bearers with the source cell are managed.