Abstract: An actuation assembly for use in a drive unit assembly of a vehicle. The actuation assembly includes an actuator shaft that is connected to a shift shaft and a shift fork via a lever member. At least a portion of the lever member is connected to the shift shaft and at least a portion of the lever member is pivotably connected to said actuator shaft. An actuation mechanism drives the actuator shaft linearly to pivot the lever member which in turn rotates the shift shaft and the shift fork.

Abstract: A method of reconstructing in a decoder a coded enhancement layer picture, is performed by at least one processor and includes decoding at least one independent picture header of a coded picture of a reference layer, the coded picture of the reference layer being referenced by the coded enhancement layer picture, and decoding a dependent picture header of the coded enhancement layer picture. The method further includes performing picture header prediction including either one or both of predicting at least one value of at least one syntax element of the dependent picture header from at least one value of at least one corresponding syntax element of the at least one independent picture header; and inferring at least one value of a non-present syntax element of the dependent picture header to be equal to at least one value of a present syntax element of the at least one independent picture header.

Abstract: Systems, methods, and software are disclosed herein to provide users with a summary of components in a file. A record is maintained of actions taken by users on a plurality of components in a file. The record is evaluated to identify one or more components of the plurality of components based on the actions taken by the users on the plurality of components in the file. In response to identifying the one or more components in the file, a summary of the plurality of components in the file is presented in a user interface comprising the one or more identified components of the plurality of components.

Abstract: Methods and systems are provided for preparing a gelatin-based product. In one example, a device for preparing the gelatin-based product includes a mixing chamber, a first liquid reservoir fluidically coupled to the mixing chamber, and a chiller module. The device further includes a slideable tray including a number of slots for receiving a number of fluid vessels and an injection assembly fluidly coupled to the mixing chamber and positioned vertically above the tray.

Abstract: An ultraconverged architecture has multiple availability zones within a single server. The functionality in each of the availability zones is independently controlled, such that resetting and/or disconnecting any component in any availability zone from power and replacing said component does not affect availability of any other component in any other availability zone. A manager of availability zones controls reset functionality in each of a plurality of availability zones. The manager of availability zones generates a requested reset type in the requested availability zone. The manager of availability zones generates reset signals or requests for some or all components located in multiple availability zones. The reset signal or request is generated upon external request to the manager of availability zones that specifies the reset type, the availability zone, and optionally the list of components to be reset. The manager of availability zones discovers and enumerates the components in each availability zone.

Abstract: A method for managing nodes includes detecting, by a failover node, a failure of a primary node, based on the detecting, updating a sparse virtual space to indicate that a file system previously local to the primary node is now local to the failover node, wherein the sparse virtual space is managed by a file system container executing on the failover node, and initiate execution of an instance of an application on the failover node, wherein a second instance of the application was previously executing on the primary node, and wherein the instance of the application uses the file system.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output image. In one aspect, one of the methods includes generating the output image intensity value by intensity value according to a generation order of pixel—color channel pairs from the output image, comprising, for each particular generation order position in the generation order: generating a current output image representation of a current output image, processing the current output image representation using a decoder neural network to generate a probability distribution over possible intensity values for the pixel—color channel pair at the particular generation order position, wherein the decoder neural network includes one or more local masked self-attention sub-layers; and selecting an intensity value for the pixel—color channel pair at the particular generation order position using the probability distribution.

Abstract: A system and method for validating user address information is disclosed herein. A computing system periodically polls a client device associated with a user to identify a current location of the user. The computing system records the current location of the user after polling and a time associated with the polling. The computing system receives one or more transactions from one or more third party vendors. The computing system identifies, based on the one or more transactions, a location and a time associated with each transaction in the one or more transactions. The computing system defines a geographic area. The computing system determines that a current primary address on file for the user is outside of the geographic area. The computing system prompts, based on the determining, the user to update the current primary address.

Abstract: Methods and devices for an automated Internet of Things (IoT) certification service to verify plug and play capabilities of one or more IoT devices for use with a cloud service provider may include receiving a device identification of an IoT device to certify with the cloud service provider. The methods and devices may include receiving a selection of one or more certification tests to perform to plug and play capabilities of the IoT device. The methods and devices may include performing the one or more certification tests. The methods and devices may include generating a device certification for the plug and play capabilities of the IoT device in response to the one or more certification tests passing.

Abstract: A system is provided for controlling access to data stored in a cloud-based storage service. A first request is received to access data stored at the cloud-based storage service, the data associated with a user account. The first request is authenticated based on a username and password associated with the user account. A second request is received for a file that is stored in an area associated with a heightened authentication protocol. The heightened authentication protocol is performed to authenticate the second request. In response to authenticating the second request, permission is granted to a temporary strong authentication state. The permission is to access the file that is stored in the area associated with the heightened authentication protocol.

Abstract: Automatic discovery of API information is disclosed, including: receiving a transaction; obtaining a determined signature from the transaction; and determining that the determined signature comprises a candidate signature to potentially add to an application programming interface (API) model.

Abstract: The present disclosure provides advantageous post and partition assembly that is configured and adapted to promote modularity and withstand the harsh environment of central sterile processing processes. Modular post assembly may be removed and relocated on tray without additional fasteners or components. Tray and bracket assembly may further provide identification features to correctly associate cataloged reusable medical devices to identified trays.

Abstract: A method and apparatus provide for low latency transmissions. A higher layer configuration message can be received that indicates a set of resource blocks for receiving data packets in at least one symbol of a subframe. An attempt can be made to decode a data packet in a first set of resource elements within the set of resource blocks. The first set of resource elements can be in the at least one symbol of the subframe. An attempt can be made to decode the data packet in at least a second set of resource elements within the set of resource blocks. The second set of resource elements can be in the at least one symbol of the subframe. The second set of resource elements can include at least one resource element that is not in the first set of resource elements. The data packet in one of the first set of resource elements and the second set of resource elements can be successfully decoded. A data payload of the decoded data packet can be delivered to an application layer.

Abstract: Methods, systems, and computer programs are presented for providing a user experience that facilitates navigation among different topics and articles on a social network. One method includes an operation for identifying a hierarchy of topics, each topic corresponding to a respective subject, where the hierarchy defines relationships between the topics. A first topic page for a first topic is presented in a user interface in the social network. The first topic page includes articles and first options for navigating to topic pages of topics related to the first topic. The method further includes detecting a selection of a first article. In response to detecting the selection, a first article page for the first article is presented in the user interface. The first article page includes details of the first article and second options for navigating to topic pages of topics related to the first article.

Abstract: A removable electronics device and related pre-fabricated sensor assemblies having different sensor layouts are provided. The removable electronics module includes one or more processors, an inertial measurement unit, a first communication interface configured to communicatively couple the removable electronics device to one or more computing devices, a second communication interface configured to communicatively couple the removable electronics device to a plurality of pre-fabricated sensor assemblies, and a housing at least partially enclosing the processor, the inertial measurement unit, the first communication interface, and the second communication interface. The housing includes a first opening in at least one longitudinal surface and adjacent to at least a portion of the first communication interface and a plurality of second openings in a lower surface and adjacent to the plurality of contact pads of the second communication interface.

Abstract: In some embodiments, the inventive subject matter is directed to a multimode electrosurgical system having an electrosurgical instrument with a first electrode configuration that operates in a bipolar mode and second electrode configuration that operates in a monopolar mode. In other embodiments, the inventive subject matter is directed to an instrument and system that provide multiple modes of surgical and/or therapeutic treatments, at least one being an electrosurgical mode of treatment, the instrument including at least one active electrode on a working portion, and the working portion including or supporting at least one non-electrosurgical functional element, the instrument including at least one operational return electrode configuration of selectively variable surface area.

Abstract: The disclosed embodiments provide a system for testing machine learning workflows. During operation, the system obtains a configuration for a staging test of a machine learning model, wherein the configuration includes a model name for the machine learning model, a duration of the staging test, and a use case associated with the machine learning model. Next, the system selects a staging test host for the staging test. The system then deploys the staging test on the staging test host in a staging environment, wherein the deployed staging test executes the machine learning model based on live traffic received from a production environment. After the staging test has completed, the system outputs a set of metrics representing a system impact of the machine learning model on the staging test host.