Abstract: Various aspects of the subject technology relate to systems, methods, and machine-readable media for real-time localization. The disclosed system provides for real-time localization of an online product that is released to a client in its native language. The online product may include a native layer where content in the native language is provided as well as a localization layer where the content that has been localized can be provided for display. The localization layer may be superimposed on the native layer such that the content of the native layer is obscured from display. The disclosed system includes determining both the native language and detecting the user's locale so that the disclosed system can provide a localized version of the native content. The client calls a backend translation engine of a server to request for the localized version, and the backend translation engine can respond with the localized version in real-time.

Abstract: A computer system, operated on a system platform, includes memories and a controller circuit. The memories include a first memory and a second memory, in which the first memory include s a first storage space and a second storage space, and a size of a total storage space of the second memory is the same as a size of the first storage space. The memories are coupled in parallel with the controller circuit, and the controller circuit assigns at least one first data zone to the first storage space and the second memory based on a kernel of the system platform, and assigns a second data zone to the second storage space. A data access frequency of the second data zone is lower than a data access frequency of the at least one first data zone.

Abstract: An abnormal flow detection device and an abnormal flow detection method thereof are provided. The abnormal flow detection device analyses a plurality of packets captured during a time interval to obtain a plurality of flow features of each packet and selects at least one key flow feature from the flow features based on a dimensionality reduction algorithm. The abnormal flow detection device trains a bidirectional generative adversarial network (BiGAN) by taking the at least one key flow feature of each packet as an input of the BiGAN to build a flow recognition model for detecting abnormal flows.

Abstract: A computer-implanted method for creating a filtered digital entry includes generating, via a processor implementing a trace generation engine, a trace indicative of successful transactions and erroneous transactions. The processor instantiates a plurality of buffers in a buffer pool each configured to record a trace function boundary. The processor then analyzes each buffer in the buffer pool based on the trace function boundary to evaluate whether each function entry in the trace contains an erroneous transaction. If the processor determines that a function entry contains an erroneous transaction, the processor sets an output flag in a call stack map associated with that function. The processor then generates a filtered digital entry based on the call stack map. The filtered digital entry includes only erroneous transaction data from the trace.

Abstract: The subject matter disclosed herein describes a method and system to monitor and identify vibrations in a rotational mechanical system. Various fault conditions in a rotating machine operating at variable speeds may be identified, at least in part, by identifying the multiple of the fundamental frequency, or order, at which the vibration occurs. The orders of vibration present in a measured vibration signal may be determined by finding an order spectrum of a measured vibration signal in the position domain. A fault vector is generated from the order spectrum that identifies the magnitude of each order of vibration present in the measured vibration signal. The fault vector may be plotted on a radar chart to provide a visual indication of the type of fault present in the mechanical system. Evaluation models for each fault determines a probability and magnitude for each fault condition being present in the sampled vibration signal.

Abstract: A computer system, operated on a system platform, includes memories and a controller circuit. The memories include a first memory and a second memory, in which the first memory include s a first storage space and a second storage space, and a size of a total storage space of the second memory is the same as a size of the first storage space. The memories are coupled in parallel with the controller circuit, and the controller circuit assigns at least one first data zone to the first storage space and the second memory based on a kernel of the system platform, and assigns a second data zone to the second storage space. A data access frequency of the second data zone is lower than a data access frequency of the at least one first data zone.

Abstract: An abnormal flow detection device and an abnormal flow detection method thereof are provided. The abnormal flow detection device analyses a plurality of packets captured during a time interval to obtain a plurality of flow features of each packet and selects at least one key flow feature from the flow features based on a dimensionality reduction algorithm. The abnormal flow detection device trains a bidirectional generative adversarial network (BiGAN) by taking the at least one key flow feature of each packet as an input of the BiGAN to build a flow recognition model for detecting abnormal flows.

Abstract: A system includes a plurality of power monitors that, in operation, monitor parameters of power in an automation system at points between loads and/or power sources. Each of the power monitors includes sensing circuitry to sense the power parameters, peer-to-peer communications circuitry to communicate with other power monitors via peer-to-peer communication, network communications circuitry to communicate with automation devices via a network, and functional circuits to perform analysis of monitored power parameters in a cooperative manner based upon the power parameters monitored by the respective power monitor and power parameters monitored by other power monitors communicated via peer-to-peer communication.

Abstract: A computer-implanted method for creating a filtered digital entry includes generating, via a processor implementing a trace generation engine, a trace indicative of successful transactions and erroneous transactions. The processor instantiates a plurality of buffers in a buffer pool each configured to record a trace function boundary. The processor then analyzes each buffer in the buffer pool based on the trace function boundary to evaluate whether each function entry in the trace contains an erroneous transaction. If the processor determines that a function entry contains an erroneous transaction, the processor sets an output flag in a call stack map associated with that function. The processor then generates a filtered digital entry based on the call stack map. The filtered digital entry includes only erroneous transaction data from the trace.

Abstract: The subject matter disclosed herein describes a method and system to monitor and identify vibrations in a rotational mechanical system. Various fault conditions in a rotating machine operating at variable speeds may be identified, at least in part, by identifying the multiple of the fundamental frequency, or order, at which the vibration occurs. The orders of vibration present in a measured vibration signal may be determined by finding an order spectrum of a measured vibration signal in the position domain. A fault vector is generated from the order spectrum that identifies the magnitude of each order of vibration present in the measured vibration signal. The fault vector may be plotted on a radar chart to provide a visual indication of the type of fault present in the mechanical system. Evaluation models for each fault determines a probability and magnitude for each fault condition being present in the sampled vibration signal.

Abstract: A method for adaptively adjusting an embedded webpage element is provided, which may include the following steps: loading a master program controller by a main webpage; displaying the main webpage by a client device; embedding the embedded webpage element in the main webpage by the master program controller; transmitting the size of the client device to an embedded webpage element server by the master program controller; returning adjustment values of the embedded webpage element to the master program controller according to the size of the client device by the embedded webpage element server, where the adjustment values may include a level adjustment value, a position adjustment value and a size adjustment value; and comparing the adjustment values with the size of the client device by the master program controller so as to adaptively adjust the level, the position and the size of the embedded webpage element.

Abstract: An electric motor in which at least one of the rotor and the stator has an asymmetric design is disclosed. The electric motor is divided into a number of segments, where each segment has an equal number of windings and an equal number of poles. The physical construction of each pole within a segment is identical and the number of turns of each winding within a segment is identical. The asymmetry is formed by varying the physical construction of the either the rotor or the stator within one segment from the corresponding construction of the rotor or stator in the other segments. The asymmetries are designed to improve one or more operating characteristics such as sensorless performance, torque ripple, or cogging torque in the motor.

Abstract: A system includes a plurality of power monitors that, in operation, monitor parameters of power in an automation system at points between loads and/or power sources. Each of the power monitors includes sensing circuitry to sense the power parameters, peer-to-peer communications circuitry to communicate with other power monitors via peer-to-peer communication, network communications circuitry to communicate with automation devices via a network, and functional circuits to perform analysis of monitored power parameters in a cooperative manner based upon the power parameters monitored by the respective power monitor and power parameters monitored by other power monitors communicated via peer-to-peer communication.

Abstract: A lightweight 3D stereoscopic surgical microscope has a body, a robot set, an image set, and an operating set. The body has a wheel seat, a housing mounted on the wheel seat, and a host computer mounted in the housing. The robot set is connected to the body and has a base mounted on the housing, a transversal lever mounted on the base, a lifting arm connected to the transversal lever, and a rotating arm connected to the lifting arm. The image set is connected to the robot set and has an outer casing connected to the rotating arm, at least one objective lens mounted in the outer casing, a main display screen mounted on the outer casing, an auxiliary display screen mounted beside the body. The operating set is connected to the robot set, is connected to the body and the image set and has two operating bars.

Abstract: A 3D stereo image display device for a surgical microscope is provided. The surgical microscope comprises a main body, a mechanical arm, and an operation assembly. The 3D stereo image display device has a shell, at least one objective lens, an image processing circuit and a screen. The at least one objective lens is mounted in the shell. The image processing circuit is mounted in the shell and is electrically connected to the at least one objective lens. The host computer has an image processor for converting images captured by the at least one objective lens into 3D stereo images. The screen is mounted on an outer surface of the shell and is electrically connected to the image processing circuit for displaying the 3D stereo images. Thus, the 3D stereo image display device is provided to prevent tiredness and improve applicability and convenience.

Abstract: An adjustable dual-lens device for 3D stereoscopic surgical microscopes has an outer casing, an image set, and an adjusting set. The image set is mounted in the outer casing and has two lenses. The lenses are pivotally mounted in the outer casing at a spaced interval. The adjusting set is mounted in the outer casing and has two adjusting units. Each adjusting unit has a driving motor, a cam, and a limiting element. The driving motor is mounted in the outer casing adjacent to one of the lenses and has a driving shaft. The cam is eccentrically mounted around the driving shaft and is pressed against the lens that is adjacent to the driving motor. The limiting element is connected to the outer casing and the corresponding lens to enable the corresponding lens to press against the cam.

Abstract: An electric motor in which at least one of the rotor and the stator has, an asymmetric design is disclosed. The electric motor is divided into a number of segments, where each segment has an equal number of windings and an equal number of poles. The physical construction of each pole within a segment is identical and the number of turns of each winding within a segment is identical. The asymmetry is formed by varying the physical construction of the either the rotor or the stator within one segment from the corresponding construction of the rotor or stator in the other segments. The asymmetries are designed to improve one or more operating characteristics such as sensorless performance, torque ripple, or cogging torque in the motor.

Abstract: A sensing device includes a first III-V compound stack and a second III-V compound stack. The first III-V compound stack has a first sensing area, and the second III-V compound stack has a second sensing area. A passivation layer fully covers the second sensing area. The first III-V compound stack is physically separated from the second III-V compound stack, and has material compositions and structures same as the second III-V compound stack.

Abstract: A sensing device includes a semiconductor structure, a substrate, a first electrode and a second electrode, and a heater. A sensing area arranged on the top side of the semiconductor structure. The substrate is located under the bottom side of the semiconductor. The first electrode and the second electrode are arranged on the top side of the semiconductor structure. The heater is disposed on the semiconductor structure and separated from the sensing area by a distance less than 100 ?m.