Abstract: A method and device for predicting errors in a computing system are disclosed. The error prediction method includes: receiving log data generated by the computing system during operation of the computing system; tokenizing the log data into tokens; inputting the tokens to a discriminator model which generates scores of the respective tokens, each score corresponding to a probability that the corresponding token is an anomaly token; determining an anomaly score based on the scores; and determining a likelihood of future occurrence of an error in the computing system based on the anomaly score.

Abstract: A method and an apparatus for generating training data are provided. The training data is used for training a target deep learning model. In the method, original data for generating the target deep learning model is obtained from a user. Then, a type of the original data is determined. The type of the original data includes categorical data with label, session data with label, and data without label. A label of the categorical data indicates a category of the categorical data. A label of the session data indicates a question-answer relevance of the session data. Next, the training data is generated according to the type of the original data.

Abstract: Disclosed are a display panel and a display device. The display panel includes a display area, a plurality of light-emitting elements located in the display area, and at least one driver circuit located in the display area; the plurality of light-emitting elements includes a plurality of light-emitting element rows extend in a first direction and arranged in a second direction, where the first direction and the second direction intersect; the at least one driver circuit includes a plurality of shift register circuits disposed in cascade and a shift register circuit of the plurality of shift register circuits is located between adjacent light-emitting element rows of the plurality of light-emitting element rows.

Abstract: Provided is a display panel includes a pixel circuit and a light-emitting element. The pixel circuit includes a drive circuit, a data write circuit and a bias compensation circuit. The operation process of the pixel circuit includes a data write stage, a first bias compensation stage and a second bias compensation stage. In the data write stage, the data write circuit is turned on, and a data voltage terminal writes a data voltage signal to a first terminal of the drive circuit. In the first bias compensation stage, the data write circuit is turned on, and the data voltage terminal writes the data voltage signal to the first terminal of the drive circuit. In the second bias compensation stage, the bias compensation circuit is turned on, and a bias compensation voltage terminal writes a bias adjustment voltage signal to the first terminal of the drive circuit.

Abstract: A semiconductor device includes a substrate, a word line extending on the substrate in a first horizontal direction, a bit line extending on the substrate in a second horizontal direction perpendicular to the first horizontal direction, and a spacer structure on one sidewall of the bit line, wherein the bit line includes a lower conductive layer, an intermediate conductive layer, and an upper conductive layer stacked in a vertical direction on the substrate, and the spacer structure includes a depletion stopping layer on one sidewall of the lower conductive layer, extending in the vertical direction and including a material layer having an interfacial trap density less than an interfacial trap density of a silicon nitride layer, and an inner spacer extending in the vertical direction and on one sidewall of the depletion stopping layer.

Abstract: The semiconductor device 10 includes: a gate trench; a field plate electrode and a gate electrode formed in the gate trench; and an insulating layer separating the field plate electrode and the gate electrode from each other. The semiconductor layer includes an n-type drift region and a p-type body region formed on the drift region. The insulating layer 16 includes a first insulating layer covering the field plate electrode and a second insulating layer formed on the first insulating layer at a position adjacent to the drift region. The second insulating layer has a dielectric constant greater than that of the first insulating layer. The second insulating layer is disposed between a bottom surface of the field plate electrode and a bottom surface of the gate electrode along a Z direction.

Abstract: Embodiments of this application disclose an optical signal sending method, a pilot receiver, and a transmitter, and relate to the field of optical communication technologies. The method includes: modulating an optical signal in a first state of polarization to obtain a first pilot signal; modulating the optical signal in a second state of polarization to obtain a second pilot signal, where a phase of the first pilot signal is different from a phase of the second pilot signal; and outputting a modulated optical signal. According to this application, this may reduce interference of a pilot signal transferred to an optical signal of another wavelength due to Raman power transfer effect.

Abstract: This disclosure provides a service data processing method. The method includes: receiving service data; obtaining a processing manner for processing the service data; performing first timeslot-based multiplexing, bit width conversion, and second timeslot-based multiplexing on the service data when a bandwidth of the service data is less than a first threshold, to obtain an intermediate frame; performing single-level timeslot-based multiplexing on the service data when the bandwidth of the service data is not less than the first threshold, to obtain the intermediate frame; mapping the intermediate frame to an optical transport network (OTN) frame; and sending the OTN frame. A first bit width and a first bandwidth based on which the first timeslot-based multiplexing is performed are different from a second bit width and a second bandwidth based on which the second timeslot-based multiplexing and the single-level timeslot-based multiplexing are performed.

Abstract: A method, device, and system for providing a load balancing algorithm according to an application are provided. The method includes calculating values of a plurality of application characteristics based on first service load information for a first application, evaluating a plurality of application impact scores for each of a plurality of load balancing algorithms, the plurality of application impact scores indicating a degree to which each of the plurality of application characteristics impacts each of the plurality of load balancing algorithms, and providing a first load balancing algorithm from among the plurality of load balancing algorithms based on the values of the plurality of application characteristics and the plurality of application impact scores.

Abstract: A camera module includes a first circuit board on which the image sensor is disposed; a base disposed on the first circuit board; a lens assembly disposed within the base; and a third circuit board disposed on one side of the base, on which a coil part constituting the lens assembly and a driving device for controlling driving of the coil part are disposed. The driving device includes a coil driver configured to apply a current to the coil, and a Hall sensor configured to sense a position of the lens assembly.

Abstract: A method for reporting idle measurement report for secondary cell addition is provided. The method includes: receiving, by a UE during a connection release, an idle measurement configuration indicating a set of neighboring frequencies distinct from a serving frequency; performing, by the UE, an idle measurement with each frequency of the set of neighboring frequencies; reselecting, by the UE, a new serving frequency for a new serving cell; receiving, by the UE, a request to provide an idle measurement report when the UE moves to a connected mode with the new serving cell on the new serving frequency; performing, by the UE based on a CA compatibility, a filtering operation on the set of neighboring frequencies to identify frequencies that are compatible with the new serving frequency; and sending, by the UE, the idle measurement report indicating the frequencies that are compatible with the new serving frequency.

Abstract: A mobility management method, a UE and a network side device are provided. The mobility management method includes: receiving core network information about each cell from a network side device, the core network information being used to indicate a type of a core network; and when a UE is in an idle state, performing cell reselection in accordance with the type of the core network for each cell and a capability of the UE for supporting the core network.

Abstract: An FGF21 production promoting agent containing, as an active ingredient, a compound represented by the following formula (1): wherein each of R1 and R2, which may be identical to or different from each other, represents, for example, a hydrogen atom; each of R3a, R3b, R4a, and R4b, which may be identical to or different from one another, represents, for example, a hydrogen atom or a halogen atom, or R3a and R3b or R4a and R4b may bond together to form an alkylenedioxy group; X represents an oxygen atom, a sulfur atom, or N—R5 (R5 represents, for example, a hydrogen atom or a C1-4 alkyl group); Y represents, for example, an oxygen atom, an S(O)l group (l is a number of from 0 to 2), or a carbonyl group; Z represents CH or N; n is a number of from 1 to 6; and m is a number from 2 to 6, a salt of the compound, or a solvate of the compound or the salt.

Abstract: A method for controlling in real time the path of a motor vehicle travelling in a traffic lane includes detecting a corner in the traffic lane, then, when the vehicle enters the corner, determining first and second quantities for a plurality of successive sampling increments, based on state variables characteristic of the movement of the vehicle, determining a first stored value dependent on the first quantity determined in the current sampling increment and one of the preceding sampling increments, determining a second stored value dependent on the second quantity determined in the current sampling increment and one of the preceding sampling increments, saving the first and second stored values determined for each sampling increment, then, when the vehicle exits the corner determining a value of the understeer gradient depending on the saved first and second stored values, and determining a command for the vehicle based on the understeer gradient.

Abstract: A method triggers an obstacle avoidance system. The method includes detecting at least one object forming a potential obstacle, determining the time remaining until the motor vehicle strikes the object, determining a path deviation to be performed to avoid the object, and activating the avoidance system according to the values of the parameter and each path deviation. The determination step includes calculating the difference between the lateral speed of the motor vehicle relative to the road in a reference frame oriented in accordance with the road at the motor vehicle, and the lateral speed of the object relative to the road in a reference frame oriented in accordance with the road at the object, and determining each path deviation according to the difference.

Abstract: A method for verifying the authenticity of a command from an actuator controlled by an electronic control unit connected to a multimedia system including: a touch-sensitive display to receive a user command and to display information relating to the actuator command, an operating system to enable an external communication device to be remotely displayed on the touch-sensitive display, and an authenticated secure environment to provide a higher level of security than the security level of the operating system. The authenticated secure environment includes a support controller to detect a user command on the touch-sensitive display. The method includes: signing off a user command by the authenticated secure environment, the user command corresponding to physical activation of an area of the display; transmitting, by the operating system, the signed-off command to the electronic control unit; verifying the sign-off by the electronic control unit; executing the user command by the actuator.

Abstract: A display apparatus includes a first pixel disposed on a substrate and including a first pixel electrode, a first emission layer disposed on the first pixel electrode, and a first opposite electrode disposed on the first emission layer, a second pixel disposed on the substrate and including a second pixel electrode, a second emission layer disposed on the second pixel electrode, and a second opposite electrode disposed on the second emission layer, a pixel defining layer disposed on the first pixel electrode and the second pixel electrode and including an opening, the opening exposing each of at least a portion of the first pixel electrode and at least a portion of the second pixel electrode, a trench formed in the pixel defining layer, and a connection electrode electrically connecting the first opposite electrode to the second opposite electrode.

Abstract: A display apparatus includes a substrate including a display area and a peripheral area outside the display area, a power supply line arranged in the peripheral area, a gate driving circuit arranged between the power supply line and the display area and including a plurality of stages arranged in a direction, and a signal line arranged in the peripheral area, electrically connected to a first stage from among the plurality of stages of the gate driving circuit, and configured to transmit a start signal, wherein the signal line overlaps the power supply line in a plan view and is arranged between the substrate and the power supply line.

Abstract: A display panel includes a display substrate having a display region and a peripheral region located outside the display region; a cover plate on a side of the display substrate; a first protective layer on a side of the display substrate facing away from the cover plate, and covering at least the display region; a mounting hole extending at least from a surface of the first protective layer facing away from the display substrate to the cover plate, and penetrating through at least the first protective layer and the display substrate; wherein the mounting hole penetrates through at least part of the display region; and a light-shielding body filled in the mounting hole, and provided with a light-transmitting hole which penetrates through the light-shielding body in an axial direction of the mounting hole.

Abstract: An articulating shower assembly is provided. The articulating shower assembly includes a linkage assembly pivotally coupled to a spray head and a handle pivotally coupled upstream to the linkage assembly. The handle can cause both the spray head and the linkage assembly to transition between a plurality of operating positions responsive to a force applied to the handle.