Abstract: Methods and apparatus to detect anomalies in video data are disclosed. An example apparatus disclosed herein generates a reconstructed feature vector corresponding to an input feature vector representative of a video segment, the reconstructed feature vector based on a transformation applied to the input feature vector and an inverse of the transformation applied to an output of the transformation, the input feature vector and the reconstructed feature vector including features associated with a plurality of dimensions including a time dimension. The disclosed example apparatus also generates an error vector based on a difference between the input feature vector and the reconstructed feature vector. The disclosed example apparatus further generates an anomaly map based on sums of elements of the error vector across at least the time dimension, the anomaly map corresponding to the video segment.

Abstract: Described herein, in part, are dosage forms and compositions useful for preventing and/or treating a disease or condition relating to aberrant function of a T-type calcium channel, such as epilepsy and epilepsy syndromes (e.g., absence seizures, juvenile myoclonic epilepsy, or a genetic epilepsy), tremor (e.g., essential tremor), and psychiatric disorder (e.g., mood disorders (e.g., major depressive disorder)). The present invention further comprises methods for modulating the function of a T-type calcium channel.

Abstract: The present disclosure provides methods of identifying a disease-specific immunogenic peptide through a series of selection steps. Immunogenic epitopes identified by methods of the present disclosure are applicable for use in peptide-based immunotherapy, preferably cancer therapy. Furthermore, the methods of the present disclosure may be performed in a high-throughput manner and serve as a means of personalized vaccine development and therapy. Also provided are compositions of immunogenic peptides as well as methods of treatment comprising said compositions.

Abstract: A computing device with a closable lid and camera on the lid has a reflector arranged to use the camera while the lid of the computing device is closed.

Abstract: Various methods, apparatuses/systems, and media for improving SRE observability are disclosed. A processor defines a schema in a common manner; causes any application included across a distributed set of applications to utilize the schema to describe an error associated with a downstream application such that root failing component associated with the error is always at a bottom error frame in a response; implements a common structure for distributed error propagation in a chain of applications across the distributed set of applications in connection with the error message; generates error logs received from the chain of applications; stores the error logs in a centralized location accessible by all SRE users and application owners; calls a corresponding application programing interface (API) to access the error logs from the centralized location for utilizing in remediation.

Abstract: A vehicle platform with a variety of impact safety features including front and rear impact features as well as side impact features designed to protect the passenger compartment as well as the battery compartment and vehicle chassis components. Some features may include crumple zone components, deflectors and modular energy absorption units.

Abstract: Systems, apparatus, articles of manufacture, and methods to detect anomalies in three-dimensional (3D) images are disclosed. Example apparatus disclosed herein generate a first two-dimensional (2D) anomaly map corresponding to a first 2D image slice of a 3D image, the first 2D image slice corresponding to a first axis of the 3D image. Disclosed example apparatus also generate a second 2D anomaly map corresponding to a second 2D image slice of the 3D image, the second 2D image slice corresponding to a second axis of the 3D image. Disclosed example apparatus further generate a 3D anomaly volume based on the first 2D anomaly map and the second 2D anomaly detection, the 3D anomaly volume corresponding to the 3D image.

Abstract: Described herein are techniques for improving disaster recovery, in particular disaster recovery pertaining to data transfer requests. The data transfer request can be received by each of multiple deployments; however, only a primary deployment can process the request. The data transferred by the primary deployment may be replicated in the secondary deployments. In response to a failover event, one of the secondary deployments can be designated as the new primary development and continue the data transfer based on the data transfer request and the replication information received from the old primary deployment prior to the failover.

Abstract: A system and method is described for printing a label with an RFID tag. The system includes an RFID reader that queries a first RFID tag coupled to a first medicinal container that includes a medication. In response, the system receives a first unique identifier and uses the first unique identifier to determine a status of the medication, associate the first medicinal container with a medical provider and print a second label that includes a second RFID tag for a second medicinal container.

Abstract: An elevator provides for sliding and connecting or disconnecting an electronic device from a chassis circuit board and the subsequent removal of the device from a chassis slot. A sliding element between the device and the chassis includes tracks within which travel followers. Motion of the sliding element in a first direction causes the tracks to move with respect to the followers, pulling the device connector away from the mating circuit board connector. In a fully disconnected position, the device may be removed from the slot. Motion of the sliding element in the opposite direction causes the relative motion between the tracks and followers to urge the device connector toward the circuit board connector until, in a fully seated position, the device is connected to the circuit board.

Abstract: Disclosed are methods and compositions for testosterone replacement therapy, especially for use in administration to hypogonadal males. The methods and compositions employ an untitrated dose dosing regimen that does not require titration or dose adjustments and that can provide a therapeutically effective amount of a testosterone ester, such as a non-undecanoate testosterone ester, while avoiding unacceptably high testosterone levels.

Abstract: A voice recognition system in an aircraft is provided. The voice recognition system includes: a voice recognition controller configured to receive a voice command from a flight crew member voice interface, convert the voice command to an avionics system command, and forward the avionics system command to an avionics system for execution. The voice recognition system further includes an application controller configured to: receive the avionics system command that has been converted from the voice command; determine whether the avionics system command can be performed; cause the avionics system command to be performed when it is determined that the avionics system command can be performed; and when it is determined that the avionics system command cannot be performed, generate a message that provides a reason why the avionics system command cannot be performed and cause the message to be displayed on a display device and/or annunciated on an aural device.

Abstract: Methods and systems for managing distribution of data are disclosed. The data may be distributed by edge systems to processing systems. The data may be distributed using a data pipeline. The data pipeline may include functionality to process data using different modalities depending on the type of data and operable connectivity between the edge systems and processing systems. By modifying the manner in which the data is processed, limitations in operable connectivity may be managed and a broader array of different types of data may be more efficiently distributed.

Abstract: An electronic device may include a display panel comprising a plurality of display pixels, an image source configured to store image data, and image processing circuitry. The image processing circuitry may receive the image data configured to be displayed by the plurality of display pixels, wherein the image data comprises gray level data for a first display pixel of the plurality of display pixels, convert the gray level data to first voltage data, and select a plurality of compensation maps based on a brightness level of the display panel. The image processing circuitry may also determine a voltage offset value based on the input voltage and the plurality of compensation maps, apply the voltage offset value to the first voltage data to generate compensated voltage data, and convert the compensated voltage data into compensated gray level data for the first display pixel.

Abstract: Techniques are disclosed for a computing system comprising processing circuitry having access to a storage device, the processing circuitry configured to encode, by a network controller executing in a software defined network (SDN), one or more attributes with information identifying a network service, wherein the one or more attributes conform to a routing protocol. The processing circuitry is also configured to generate, by the network controller, an advertisement in a first network cluster executing within a container orchestration platform of the SDN, wherein the advertisement conforms to the routing protocol and includes the one or more attributes. The processing circuitry is also configured to broadcast, by the network controller and to a second network cluster executing within the container orchestration platform of the SDN, the advertisement in accordance with the routing protocol.

Abstract: A vulnerability tagging process helps prioritize backups of datasets in a network by monitoring events that affect containers in the network. The monitored events are processed by an AI-based event analyzer to characterize each event in terms of a potential for destruction or damage to the data by each event. A vulnerability measure is calculated as the product of the number of occurrences of each event based on the severity associated with each event. Once the events are analyzed and the vulnerability scores are calculated, the scores are tagged on each workload. The vulnerability tags can then be utilized by the backup server to modify protection policies and/or prioritize backup schedules for the container workloads.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a cloud-computing system architecture. In some implementations, target performance criteria associated with an application executable at least in part on a cloud-computing system is obtained. Target process parameters related to processes associated with the execution of the application are generating using machine-learning models from the target performance criteria. Simulations of the execution of the application on respective ones of candidate computing systems are performed. Each candidate computing system includes a corresponding sequence of multiple architecture components at least a portion of which represents components of the clouding computing system. At least one of the candidate computing systems is selected that satisfies the target process parameters. Instructions are provided for deploying the selected computing system for execution of the application.

Abstract: Battery pack chargers for charging a battery pack include one or more battery pack receiving portions, a power control module, and a power conversion unit. The one or more battery pack receiving portions receive and interface with the battery pack. The battery pack includes one or more battery cells. The power control module provides power to the one or more battery pack receiving portions using pulse amplitude modulation (PAM). The power conversion unit converts the power received from the first external source to a first DC power used for charging the one or more battery cells.

Abstract: A system for sub-table replication within a materialized view of a source data table. A materialized view of a source data table is generated based on a query, the source data table having a plurality of data table rows associated with a plurality of client identifiers and including an entitlements column and data content, the entitlements column including a plurality of provider account identifiers and a plurality of consumer account identifiers. An update to an entitlements table of the source data table is detected where the entitlements table includes a plurality of entitlements table rows and where the entitlements table rows are associated with the client identifiers, the consumer account identifiers, and the provider account identifiers. An update to the source data table based on the first update to the entitlements table is detected, and an incremental replication of the materialized view of the source data table is performed.