Abstract: A computing system is configured to detect a request for a deployment of a container at a container orchestration service. One or more datasets associated with the deployment of the container are collected, and a plurality of features associated with the deployment are extracted based on the one or more datasets. A probability score is then generated based on the plurality of features, using a machine-learning model trained on datasets associated with historical deployments of containers that have been performed via the container orchestration service. The probability score indicates a probability that the deployment of the container is anomalous compared to the historical deployments of containers. When the probability score is greater than a threshold, the deployment of the container is determined as anomalous.

Abstract: A system for a high-performance prismatic lithium-ion battery cell is provided. The system includes a battery cell stack including an electrode sub-assembly including a plurality of pairs of anode electrodes and cathode electrodes and including a planar side. The battery cell stack further includes a polymeric shell disposed around the electrode sub-assembly and configured for providing mechanical protection and electrical insulation to the electrode sub-assembly. The battery cell stack further includes a metal foil sheet attached to the polymeric shell and disposed next to and in contact with the planar side of the electrode sub-assembly, wherein the metal foil sheet is configured for exchanging heat with the electrode sub-assembly.

Abstract: A storage shelf moving device is disclosed herein and may include a plurality of moving devices. Each of the plurality of moving devices includes a main body and a wheel assembly. The main body includes an elongate portion and an end plate oriented substantially perpendicular to the elongate portion. The elongate portion may be operable to selectively couple to the storage shelf. The wheel assembly may be coupled to the main body and include an extendable support and a wheel rotatably mounted at a lower end of the extendable support. The storage shelf moving system may be operable to lift the storage shelf from the ground surface when the extendable supports of each of the plurality of moving devices are extended.

Abstract: A database system operates by: determining a first query that indicates a first request to generate a K nearest neighbors (KNN) model; executing the first query to generate KNN model data for the KNN model, wherein the KNN model data is set as a reduced dataset for one of a plurality of training iterations; determining a second query that indicates a second request to apply the KNN model to input data; and executing the second query to generate model output of the KNN model for the input data based on, for each row in the input data, identifying a classification label for the each row from the discrete set of labels based on performing the KNN classification algorithm to classify the each row in the input data by applying the reduced data set.

Abstract: A pressware extractor assembly includes an elongated transport rail, a first car, a second car, and a powered drive mechanism. The first car includes a first car frame and a plurality of extractor elements operable to releasably hold respective products. The second car is slidably supported by the transport rail to slide laterally relative to the transport rail along the lateral rail axis, with the first car being supported to slide laterally with the second car. The powered drive mechanism shiftably supports the first car relative to the second car for vertical movement of the extractor elements relative to the mold assembly. The powered drive mechanism is configured to shift the first car between a lowered position, and a raised position, in which the products are lifted by the extractor elements.

Abstract: An integrated hydraulic fracture design model that utilizes elastic fluids with high proppant suspension and low required power for injection into a hydrocarbon-bearing, subterranean formation. The integrated physics-based approach utilizes a hybrid friction model to compute viscous and elastic behavior to estimate pressure losses at different pumping conditions coupled with a novel geomechanical model capable of modeling proppant transport with elastic fluids in planar hydraulic fractures and natural fractures. An integrated process to optimize hydraulic fracture design evaluates and quantifies the proppant-carrying capacity of elastic fluids and its impact on the proppant transport process, and low water requirements.

Abstract: The present invention generally relates to computer systems, methods and program products that allow a digital asset exchange to provide an option to customers to lend all or a portion of the digital assets associated with at least a first blockchain and held by the exchange on behalf of the customer in exchange for payments such as interest.

Abstract: A surgical instrument and related methods are disclosed. The instrument has a first jaw, a second jaw, and a first actuator. The first actuator has a cam mechanism to engage the first jaw to effectuate movement of the first jaw between an open position, a clamping position, and a closed position. Movement of the first jaw between the open position and the clamping position includes a rotational component. Movement of the first jaw between the clamping position and the closed position is translational.

Abstract: A soybean cultivar designated 13170654 is disclosed. The invention relates to the seeds of soybean cultivar 13170654, to the plants of soybean cultivar 13170654, to the plant parts of soybean cultivar 13170654, and to methods for producing progeny of soybean cultivar 13170654. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 13170654. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 13170654, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 13170654 with another soybean cultivar.

Abstract: An optical chip may include a vertical-cavity surface-emitting laser (VCSEL) structure. The optical chip may include a capacitor over at least a portion of an active layer of the VCSEL structure that is outside of an active region of the VCSEL structure. The capacitor may include a first metal layer over the portion of the active layer, a dielectric layer on the first metal layer, and a second metal layer on the dielectric layer. The optical chip may include an isolation region between a substrate of the VCSEL and a portion of the capacitor outside of the VCSEL.

Abstract: A stent comprises a framework that includes a sequence of cells that each occupy a discrete segment of the stent length, and each of the cells includes a plurality of struts with ends connected at respective vertices. In some forms the framework includes T-bars that connect adjacent cells, where the T-bars have a column that has a minimum width perpendicular to the long axis that is wider than a maximum width of each of the struts, and the column defines at least one slot. In other forms, the framework exhibits geometries that facilitate a high packing density for the framework when the stent is in a compressed tube or loading configuration.

Abstract: In an embodiment, an aircraft includes a fuselage; a propulsion system powered by a fuel; and a fuel cell configured to store the fuel, the fuel cell including an inner layer configured to contact the fuel; an outer layer; and a self-sealing fabric structure formed from ultra-high molecular weight polyethylene (UHMWPE), the self-sealing fabric structure being between the inner layer and the outer layer, the self-sealing fabric structure being configured to self-seal a hole formed in the inner layer and the outer layer by a projectile.

Abstract: A method, computer program product, and computing system for generating a first synthetic dataset including a synthetic transcription and a corresponding natural dictation record using a first machine learning model trained to generate transcriptions from medical records. A second synthetic dataset including a synthetic medical record and a corresponding natural transcription is generated using a second machine learning model trained to generate medical records from transcriptions. The first synthetic dataset and the second synthetic dataset are combined with a natural dataset into a synthetic training dataset.

Abstract: The disclosed computer-implemented method may include creating a computer-generated model for a haptic feedback system including a plurality of actuators arranged in a first layer of the haptic feedback system, and a plurality of channels routed in a second layer of the haptic feedback system, the second layer being below the first layer, printing a three-dimensional wax mold structure of the computer-generated model, and forming the haptic feedback system in a single step using the three-dimensional wax mold structure. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: Embodiments relate to a display device including pixels that compensate a threshold voltage of a driving transistor, the pixels arranged in a plurality of rows. The gate of the driving transistor of each pixel is coupled to a pixel data switch and a reference voltage switch, configured to selectively provide pixel data provided via a data line and a reference voltage provided via a separate reference voltage line to the gate of the driving transistor, respectively. As pixel data and the reference voltage are provided to the driving transistor via separate lines, the compensation period of the pixel may overlap in time with a data writing period of pixels of a previous row of the display device, increasing the rate at which the display device is able to program the pixels of each row.

Abstract: Neighboring blocks of a current block include first blocks adjacent to one of a top side, an above left corner, and an above right corner of the current block and second blocks adjacent to one of a left side and a below left corner of the current block. Whether one or more of the first blocks and the current block are in a same coding tree unit (CTU) is determined. Based on the one or more of the first blocks and the current block being in the same CTU, a respective intra mode associated with each of the one or more of the first blocks is added into a most probable mode (MPM) list for the current block based on a sequence of conditions. A respective intra mode associated with each of the second blocks is added into the MPM list based on the sequence of conditions.