Abstract: Aspects of the disclosure provide a method and an apparatus including processing circuitry for video decoding. The processing circuitry decodes coded information for a transform block (TB) from a coded video bitstream. The coded information indicates one of intra prediction mode information that indicates an intra prediction mode used for the TB, a size of the TB, and a primary transform type used for the TB. The processing circuitry determines a context for entropy decoding a secondary transform index based on the one of the intra prediction mode information for the TB, the size of the TB, and the primary transform type used for the TB. The secondary transform index indicates a secondary transform in a set of secondary transforms that is to be performed on the TB. The processing circuitry entropy decodes the secondary transform index based on the context and performs the secondary transform.

Abstract: A communication system for a vehicle for a vehicle includes a display device having a screen disposed in a passenger compartment. The display device is in communication with a user interface. The system further includes an authentication system having at least one scanning apparatus configured to capture a biometric data. A communication circuit is configured to communicate with a remote server. A controller is configured to capture the biometric data of a first potential passenger with the at least one scanning apparatus and access a first passenger information comprising a first identification profile from the remote server via the communication circuit. The controller is further configured to authenticate the first potential passenger as at least one of a confirmed passenger and an operator of the vehicle based on the identification profile.

Abstract: Aspects of the present disclosure address systems, methods, and devices for tracking object dependencies in a cloud database system. An object dependency created between a referencing object and a referenced object is detected. Based on detecting the object dependency, a dependency record is generated. The dependency record includes dependency information describing the object dependency between the reference object and the referenced object. The dependency record is stored in a database of dependency records.

Abstract: Bone fusion system, devices, guides, implant and methods for using the bone fusion system, devices, guides and implant are disclosed. The fusion system includes a first alignment guide, a second alignment guide, and an implant. The first alignment guide couples to an intermediate portion of the implant and the second alignment guide couples to a distal portion of the implant. The implant includes a body portion, a first extension portion extending away from a first end of the body portion, a second extension portion extending away from a posterior of the body portion, and a third extension portion extending away from a distal end of the body portion. Finally, methods for using the bone fusion system, devices, guide and implant are disclosed.

Abstract: A surgical retractor includes a structure including a plurality of legs and a plurality of joints, each leg being connected to at least one second leg at a joint. The structure has a non-expanded state, and an expanded state in which the structure forms a three dimensional structure having an internal volume. The structure has first and second manipulator arms, each of the manipulator arms being connected to at least two joints of the structure. The manipulator arms may be manipulated by a hand of a user. The retractor also includes a connector that holds the first and second manipulator arms in a crossed position. The connector holds the first and second manipulator arms at a point of intersection. The connector allows a user to move the manipulator arms and cause an angle formed by the manipulator arms to change. Movement of the first and second manipulator arms causes the structure to move between the non-expanded state and the expanded state.

Abstract: Provided are a network data collection method, device and system. The network data collection method includes the following. A source Network Data Analytics Function (NWDAF) sends a network function data collection request to a target NWDAF, where the network function data collection request includes a data collection assistance parameter of at least one network function from which data collection is requested. The source NWDAF receives a network function data collection response sent by the target NWDAF, where the network function data collection response includes network data fed back by the at least one network function.

Abstract: Aspects of the invention include detecting an error alert from a target computer system. In response to detecting the error alert, performance data is then retrieved from the target computer system. A gated recurrent unit (GRU) neural network is used to generate a prediction of a root cause of the error alert based on the performance data. The weights of a reset gate of the GRU neural network are adjusted based on received feedback of the prediction.

Abstract: A collapsible pet crate that is easy to operate, aesthetically pleasing, quiet, light, durable, easy to clean, and safe and comfortable for the animal. Also disclosed herein are methods of operating a collapsible pet crate. The collapsible pet crate disclosed herein can further include one-step operation, environmentally safe and pet-friendly materials, and method to include various pet-friendly accessories.

Abstract: An osteotomy calibration method, calibration device, and an orthopedic surgery system are provided by present application. Firstly using the osteotomy calibration device to obtain the calculated position information of the current osteotomy plane, and then determining a position error between the calculated position information and a predetermined position information of a planned osteotomy plane, and if the position error exceeds a preset value, calculating and transmitting a relocation information to a robotic arm to control and relocate the robotic arm. By comparing and identifying the position error between the current osteotomy plane formed by the first osteotomy and the planned predetermined osteotomy plane, relocating the robotic arm, and performing a secondary correction of the osteotomy plane. In addition, by relocating the robotic arm and secondary correction of the osteotomy plane, additional bone nails which is to fix the navigation tool to the bone can be avoided.

Abstract: According to an aspect, a method of restoring a computing session includes receiving, over a network, session data from a server computer, where the session data includes information about at least one session item that is active during a computing session of a first computing device. The at least one session item includes at least one of a web application or a native application. The method includes restoring the at least one session item of the computing session on a second computing device based on the session data, where the at least one session item is arranged on a user interface of the second computing device according to a display arrangement that corresponds to a display arrangement of the at least one session item on a user interface of the first computing device.

Abstract: A processing system of a node is operable to determine at least one query for execution, and determine a set of segments that include a set of rows required to execute the at least one query. At least one virtual segment in the set of segments is identified, and at least two data portions in the at least one virtual segment are identified. A locally rebuilt set of rows for the at least two data portions is generated by utilizing a recovery scheme. Query resultant data is generated based on performing execution of the at least one query by utilizing the locally rebuilt set of rows.

Abstract: A method for managing multimedia files includes an operating step whereby at least one playback management object of one or several multimedia files is generated, said playback management object including at least one playback parameter of multimedia files, said operating step whereby at least one playback management object is generated including at least an operating step whereby said at least one playback parameter of multimedia files is generated. The method also comprises an operating step whereby at least one link between said playback management object and at least a first multimedia file is generated, the operating step whereby said at least one playback management object and/or said link are stored in a memory and an operating step whereby at least a first multimedia file or a plurality of multimedia files are played, as a function of said at least one playback parameter of said playback management object.

Abstract: A method for luma-based chroma intra-prediction in a video encoder or a video decoder is provided that includes filtering reconstructed neighboring samples of a reconstructed down sampled luma block, computing parameters ? and ? of a linear model using the filtered, reconstructed neighboring samples of the reconstructed down sampled luma block and reconstructed neighboring samples of a corresponding chroma block, wherein the linear model is PredC[x,y]=?·RecL?[x,y]+?, wherein x and y are sample coordinates, PredC is predicted chroma samples, and RecL? is samples of the reconstructed down sampled luma block, and computing samples of a predicted chroma block from corresponding samples of the reconstructed down sampled luma block using the linear model and the parameters.

Abstract: A follower system and a leader system store records for a plurality of users. Each of the follower system and the leader system stores at least a record for a user. Each of the follower system and the leader system stores a private log and a public log. The public log is periodically synchronized across the follower system and the leader system. The private log of each system is maintained independent of the other system. The follower system transmits information stored in the public logs to the leader system for synchronizing the public logs of the follower system and the leader system in response to updating the public logs with information describing the second set of transactions.

Abstract: LiDAR system and methods discussed herein use a dispersion element or optic that has a refraction gradient that causes a light pulse to be redirected to a particular angle based on its wavelength. The dispersion element can be used to control a scanning path for light pulses being projected as part of the LiDAR's field of view. The dispersion element enables redirection of light pulses without requiring the physical movement of a medium such as mirror or other reflective surface, and in effect further enables at least portion of the LiDAR's field of view to be managed through solid state control. The solid state control can be performed by selectively adjusting the wavelength of the light pulses to control their projection along the scanning path.

Abstract: A computing device transmits, to a second node, first consensus voting information for a target block. The device receives, from the second node, second consensus voting information for the target block. The device determines a consensus result for the target block according to the first and second consensus voting information. In accordance with a determination that the consensus result is a consensus success result, the device activates an accounting duration window. The device performs accounting processing on the target block in the predetermined time duration of the accounting duration window. The device receives, from the second node, a first accounting completion message for the target block transmitted by the second node in the accounting duration window. In accordance with a determination that accounting processing on the target block is completed in the accounting duration window, the device transmits a second accounting completion message to the second node.

Abstract: A method and apparatus for performing a frequency-dependent joint component secondary transform (FD-JCST). The method includes obtaining a plurality of transform coefficients in a transform coefficient block; determining whether at least one of the plurality of transform coefficients is a low-frequency coefficient; based on determining that the at least one of the plurality of transform coefficients is the low-frequency coefficient, determining whether the low-frequency coefficient is a non-zero value; and based on determining that the low-frequency coefficient is the non-zero value, performing a joint component secondary transform (JCST) on the low-frequency coefficient and signaling a related syntax to indicate that the JCST is performed.

Abstract: A system and a method for a metric time series (MTS) generation. The method includes operations of receiving telemetry data comprising a metric name, a new measurement value, and metadata associated with the metric name, and generating a hash key value based on the metric name and a set of key-value pairs of a plurality of key-value pairs included in the metadata. The method includes determining whether the generated hash key value exists in a memory, and in response to determining that the generated hash key value does not exist in the memory, initializing an MTS associated with the generated hash key with a measurement value being set to zero. The method includes an instance of the MTS corresponding to a current time, and associating the instance of the MTS with the new measurement value received in the telemetry data.

Abstract: A humerus cutting assembly includes a guide frame having an attachment member adapted to be secured to a humerus adjacent to a humeral head. A cutting guide is releasably connected to the guide frame, the cutting guide configured to guide a tool in altering the humeral head. One or more inertial sensor units is on the cutting guide, the inertial sensor unit tracking an orientation of the cutting guide relative to the humerus based on the releasable connection between the cutting guide and the guide frame.

Abstract: Techniques for automatically preventing execution plan regressions are provided. In one technique, in a first user database session, in response to receiving a first database statement, a first execution plan is generated and, while executing the first execution plan, first performance data that indicates one or more first performance metrics of executing the first execution plan is recorded. In response to receiving a second database statement, where the first execution plan may be used to generate a result for the second database statement, a second execution plan is generated and second performance data that indicates one or more second performance metrics of executing the second execution plan is recorded. A comparison between the first performance data and the second performance data is performed. Based on the comparison, it is determined whether the second execution plan will be stored for future use to process a database statement.