Abstract: Systems and methods are disclosed herein for predictive maintenance using computational models. The systems and methods can receive data from a supervisory control and data acquisition (SCADA) system and condition monitoring systems (CMSs), generate, using anomaly detectors, anomaly scores, and generate, using an augmented data fusion model, a health state prediction of a component of a machine. An extract, transform, and load (ETL) module can extract and transform data from a variety of sources, including SCADA systems, CMSs, and other computing devices to create model input data. A models module can analyze such model input data to determine which computational models can run on the input data. A prediction module and confidence interval data can hone the predictions created by the models module. A feedback module and the ETL module can be used on diagnostic data, configuration data, and updated SCADA and CMS data to improve the computational models.

Abstract: A method for automatically configuring service-based interface (SBI) timeouts includes determining, by a service communication proxy (SCP), latency measurements for SBI interfaces with producer network functions (NFs). The method further includes maintaining, by the SCP, a database of the latency measurements for the SBI interfaces with the producer NFs. The method further includes communicating, by the SCP, the latency measurements to an element management system (EMS) for automatically configuring, at consumer NFs, timeouts for the SBI interfaces associated with the producer NFs.

Abstract: Described herein are systems and methods in which a surgeon can use computer-implemented deformity assessment and correction tools to create 3D models of a bone. To ensure adequate healing, a surgeon may choose to use a prefabricated bone plate, a semi-customized bone plate, or a fully-customized bone plate to hold first and second bone portions in a corrected position. To select the appropriate prefabricated bone plate, the surgeon may identify three landmark locations on the first and second bone portions corresponding to desired fixation hole locations on the bone plate. The surgeon can then use a software application to evaluate multiple bone plate designs in a library and compare the average proximity of the landmark locations to fixation hole locations on each of the bone plate designs. Then, the surgeon can determine which bone plate design best fits the patient anatomy based on his comparison.

Abstract: Techniques are disclosed relating to managing database queries. In some embodiments, a server system receives a query from a computer system and determines a set of aspects for the query, including at least a number of columns specified in the query and a computational cost of executing the query. The system generates a query vector based on the set of aspects determined for the query. The system then compares the query vector with a plurality of clusters, ones of the plurality of clusters comprising two or more previously generates query vectors generated based on aspects of queries previously received by the server system. Based on the comparing, specifically a distance between the query vector and the plurality of clusters of previously generated query vectors, the system classifies the query. Based on a classification of the query determined during the classifying, the system manages the query.

Abstract: Methods and Systems are provided for performing early onset diagnostics for clogged injectors using fuel trims collected from the Engine Management System and evaluated in different operating modes of the engine. Example implementations use fuel trims that can estimate the contrast in combustion ratio ? across different operating modes defined on the engine speed and calculated engine load plane. Features are extracted, then classified using machine learning to output a diagnosis according to different levels of fuel injector clogging.

Abstract: A computing system receives a request to generate one or more narrative frameworks for a worksheet. The worksheet is hosted by a third party server. The computing system interfaces with the third party server to retrieve data associated with the worksheet. The computing system infers attributes of the worksheet from the retrieved data. The attributes correspond to a type of data represented in the worksheet. The computing system generates a narrative template for the one or more narrative frameworks. The computing system generates one or more data variables for the one or more narrative frameworks based on the generated narrative template. The computing system constructs the one or more narrative frameworks by selectively retrieving data from the worksheet for each data variable of the one or more data variables in the narrative framework.

Abstract: Systems, methods, and computer-readable media are disclosed for systems and methods for automated video summary generation using textual quotes. Example methods may include determining first text representing a phrase spoken in video content, determining that the first text is present in first subtitle data of first video content, determining a first timestamp and a second timestamp associated with the first text in the first subtitle data, determining a first video segment of the first video content corresponding to the first timestamp and the second timestamp, and generating a first video summary for the first video content, the first video summary comprising the first video segment.

Abstract: A vacuum insulated appliance includes a cabinet with a wrapper, a liner, and a vacuum insulated cavity defined between the wrapper and the liner. A pair of tap plate assemblies are coupled to the wrapper. The pair of tap plate assemblies each include a base, a tap plate with a first section slidably coupled to the base, and a second section perpendicular to the first section, where the second section is coupled to external cabinetry. Fasteners protrude outward from side panels of the wrapper. A pair of side trim pieces are coupled to the side panels. Each side trim piece defines trim apertures that permit extension of the fasteners through the trim apertures. The fasteners engage with the pair of side trim pieces, coupling the pair of side trim pieces to the side panels.

Abstract: A method for providing service based interface (SBI) support for network elements (NEs) not supporting SBI service operations includes receiving SBI configuration parameters for an NE not supporting SBI service operations. The method further includes establishing a connection with the NE not supporting SBI service operations. The method further includes registering, with a network function (NF) repository function (NRF) and using the SBI configuration parameters, the NE not supporting SBI service operations. The method further includes monitoring, over the connection, status of the NE not supporting SBI service operations. The method further includes updating, with the NRF, the status of the NE not supporting SBI service operations.

Abstract: A marine vessel can include a tank configured to be at least partially submerged in water during normal operations. The marine vessel can also include a vent pipe disposed within the hull, where the vent pipe has a first end and a second end, where the first end of the vent pipe extends above the water, where the second end of the vent pipe is disposed in a tank in the hull, and where the vent pipe is sized along its length between the first end and the second end to allow an inspection apparatus to pass therethrough.

Abstract: An information handling system includes first and second graphics processing units, and a processor. The first graphics processing unit includes first, second, and third display ports. The second graphics processing unit includes fourth, fifth, and sixth display ports. The processor receive a buffer request that identifies a number of frame buffers to be created. The processor call a graphics multiple buffer render create buffer command to divide a graphics multiple buffer render buffer into multiple buffers. The multiple buffers of the graphics multiple buffer render buffer are based on the number of frame buffers identified in the buffer request. The processor create multiple frame buffers. The number of the frame buffers is the same as a number of the buffers of the graphics multiple buffer render buffer. Each of the frame buffers provide data to a different one of the first, second, third, fourth, fifth, and sixth display ports.

Abstract: The disclosure relates to anti-cancer compounds derived from nuclear steroid receptor binders, to products containing the same, as well as to methods of their use and preparation.

Abstract: A system and method for providing abnormality diagnosis of a mechanical device having one or more components. A sensor system, having one or more sensor devices, detects movement/vibration of one or more observed components of the mechanical device. A control system determines vibration measurements of the one or more components based on their detected motion/vibration. One or more Machine Learning (ML) and/or Artificial Intelligence (AI) techniques are utilized to determine abnormal operation of the one or more components by comparing a determined vibration measurement of an observed component against that component's expected normal vibration measurement value during operation of the mechanical device. Abnormal operation is determined when the determined vibration measurement of an observed component exceeds its expected normal vibration measurement by a threshold value.

Abstract: An embodiment describes a system. The system comprises a primary gaming unit that provides a primary game to a user, and a secondary gaming unit that provides a secondary game. In an embodiment, the primary gaming unit comprises a controller and a picker to pick an object. The controller is operable to receive a command to move the picker; move the picker in a preferred direction according to the command; and move the picker in a downward direction to pick the object. In an embodiment, a collection of sensors provides a signal to determine first output of the primary game, and starts a secondary game via secondary gaming unit based on the first output of the primary game. The primary gaming unit is integrated with the secondary gaming unit. The first output of the primary game is in tandem to a second output of the secondary game.

Abstract: A ventilation unit have a scroll defining an interior space, a blower wheel located in the interior space to be driven in rotation to draw air into the interior space to ventilate a room. The blower wheel includes a wheel hub mounted to the motor, a plurality of fan blades coupled to an upper end of the wheel hub and spaced circumferentially about the axis, and a support ring coupled to a radially-outer edge of the plurality of fan blades. The wheel hub includes a central motor mount, a peripheral blade mount ring coupled to each of the plurality of fan blades and a plurality of spokes interconnecting the central motor mount and the peripheral blade mount ring. Each of the spokes have an airfoil-shaped cross section.

Abstract: A method for resolving priorities among network function (NF) instances includes, at a priority resolver implemented using at least one processor, providing a priority resolution application programming interface (API) that allows NF instances to request priority resolution. The method further includes receiving, via the API and from a plurality of NF instances, requests for priority resolution. The method further includes using a priority resolution algorithm to determine a relative priority for each of the NF instances. The method further includes generating and transmitting to each of the NF instances a priority resolution response including the relative priority determined for the NF instance.

Abstract: A system for processing patient data associated with a joint of a patient. The system including a computing device executing instructions to provide a bone model of the joint that is representative of the joint of the patient in a first pose. The instructions further including rearranging the bone models relative to each other to mimic a second pose of the joint of the patient from at least one image or model representative of the joint of the patient in the second pose. The instructions further including planning a joint replacement procedure with the bone models after rearranging the plurality of bone models to mimic the second pose of the joint of the patient from the at least one image or model representative of the joint of the patient in the second pose.

Abstract: The technology relates to planning trajectories for self-driving vehicles in order to transport passengers or cargo from a pickup location to a destination. Trajectory planning includes generating a speed plan for an upcoming portion of the trip in view of one or more constraints. The constraints may be due to proximity to an adjacent vehicle or other road user, and can include projected overlaps between the vehicle and other objects in the vehicle's nearby environment. Certain constraints may be binary or otherwise discontinuous in nature, in which a condition either exists at a given point in time or it does not. Noise in sensor data or prediction models may trigger such binary conditions, which in turn may cause the vehicle to alter the speed plan. Aspects of the technology employ permeable speed constraints that enable the vehicle to avoid problems associated with discontinuous constraints.

Abstract: A data storage device and method are disclosed for host-controlled data compression. In one embodiment, a data storage device is provided comprising a memory and a controller configured to communicate with the memory. The controller is further configured to selectively compress target data, wherein the target data is only compressed in response to receiving a compression request from a host; receive the compression request from the host; and in response to receiving the compression request from the host, compress the target data. Other embodiments are disclosed.

Abstract: The present invention relates to an oral berberis extract composition and the process for the preparation of the composition of berberis extract as whole or its salts and/or in combination with berberine, jatrorrhizine, and columbamine or its salts with at least one pharmaceutically and/or nutraceutically accepted excipients for prevention, improvement, and maintenance of cognitive health to a subject in need thereof. Further encompassing to the oral berberis composition wherein the berberis extract is comprised of berberis extract as whole or its salts and/or in combination with berberine and/or its salt, and optionally jatrorrhizine, and columbamine or its salts in different forms like powder, beadlets, granules, capsules, tablets, oil suspension, films or any other suitable oral or topical dosage forms. A method of use of the berberis extract composition for prevention, improvement, and maintenance of cognitive health.