Abstract: This application discloses a network connection method, a related apparatus, and a system. In the method, an electronic device may continuously borrow a network connection capability of another device to continuously access the internet, may temporarily borrow a web capability of another device to access a captive portal wireless network, or may temporarily borrow a network connection capability of another device to activate an eSIM or a blank SIM. According to the method, the electronic device may smoothly connect to the internet by using the network connection capability or the web capability of the another device, and communicate with the internet, to provide various services for a user.

Abstract: Systems and methods for personalized federated learning. The method may include receiving at a central server local models from a plurality of clients, and aggregating a heterogeneous data distribution extracted from the local models. The method can further include processing the data distribution as a linear mixture of joint distributions to provide a global learning model, and transmitting the global learning model to the clients. The global learning model is used to update the local model.

Abstract: Disclosed are bispecific compounds (degraders) that target ITK or a zinc finger (ZnF) protein for degradation. Also disclosed are pharmaceutical compositions containing the degraders and methods of using the compounds to treat diseases and disorders characterized or mediated by ITK or ZnF protein activity.

Abstract: A device is for detecting compaction and shear strength characteristics of an asphalt mixture during construction compaction. The device includes a fixed frame and a detection system. The detection system includes a display, a control panel, a test claw, an electric motor, a lift switch, a torque sensor and a temperature sensor. The control panel includes a power switch for controlling the electric motor and a speed regulator for controlling a rotation speed of the test claw. An output end of the electric motor is connected to an input end of the torque sensor, and an output end of the torque sensor is connected to an input end of the test claw. An output end of the test claw is provided with a claw-shaped blade. The claw-shaped blade is provided therein with the temperature sensor.

Abstract: The present invention discloses a method for detecting compaction and shear strength characteristics of an asphalt mixture during construction compaction. The method mainly includes the following steps: using a device for detecting compaction and shear strength characteristics of the asphalt mixture; pressing a test claw into the asphalt mixture during construction; rotating the test claw slowly and uniformly to measure an internal temperature and a shear characteristic of the mixture during paving and subsequent compaction; calculating a corresponding compaction detection index based on the shear characteristic; and monitoring and guiding the construction quality and construction process accordingly based on the real-time detection index. The present invention measures the compaction detection index of the asphalt mixture during compaction simply, quickly and accurately.

Abstract: The present invention discloses a method for detecting compaction and shear strength characteristics of an asphalt mixture during construction compaction. The method mainly includes the following steps: using a device for detecting compaction and shear strength characteristics of the asphalt mixture; pressing a test claw into the asphalt mixture during construction; rotating the test claw slowly and uniformly to measure an internal temperature and a shear characteristic of the mixture during paving and subsequent compaction; calculating a corresponding compaction detection index based on the shear characteristic; and monitoring and guiding the construction quality and construction process accordingly based on the real-time detection index. The present invention measures the compaction detection index of the asphalt mixture during compaction simply, quickly and accurately.

Abstract: A device is for detecting compaction and shear strength characteristics of an asphalt mixture during construction compaction. The device includes a fixed frame and a detection system. The detection system includes a display, a control panel, a test claw, an electric motor, a lift switch, a torque sensor and a temperature sensor. The control panel includes a power switch for controlling the electric motor and a speed regulator for controlling a rotation speed of the test claw. An output end of the electric motor is connected to an input end of the torque sensor, and an output end of the torque sensor is connected to an input end of the test claw. An output end of the test claw is provided with a claw-shaped blade. The claw-shaped blade is provided therein with the temperature sensor.

Abstract: A data visualization method and apparatus, where the method includes displaying a first density distribution diagram on a first map, where the first density distribution diagram represents density distribution, in a region, of source locations of flow events whose destinations are located in a target reference region, and displaying a second density distribution diagram on a second map, where the second density distribution diagram represents density distribution, in a region, of destinations of flow events whose source locations are located in the target reference region. Hence, bidirectional density distribution associated with each other using the target reference region are displayed on two maps in a linked manner, thereby implementing visualization of bidirectional density distribution data.

Abstract: The present invention relates to a method of memory estimation and configuration optimization for a distributed data processing system involves performing match between an application data stream and a data feature library, wherein the application data stream has received analysis and processing on conditional branches and/or loop bodies of an application code in a Java archive of the application, estimating a memory limit for at least one stage of the application based on the successful matching result, optimizing configuration parameters of the application accordingly, and acquiring static features and/or dynamic features of the application data based on running of the optimized application and performing persistent recording.

Abstract: The present invention relates to a method of memory estimation and configuration optimization for a distributed data processing system involves performing match between an application data stream and a data feature library, wherein the application data stream has received analysis and processing on conditional branches and/or loop bodies of an application code in a Java archive of the application, estimating a memory limit for at least one stage of the application based on the successful matching result, optimizing configuration parameters of the application accordingly, and acquiring static features and/or dynamic features of the application data based on running of the optimized application and performing persistent recording.

Abstract: A data visualization method and apparatus, where the method includes displaying a first density distribution diagram on a first map, where the first density distribution diagram represents density distribution, in a region, of source locations of flow events whose destinations are located in a target reference region, and displaying a second density distribution diagram on a second map, where the second density distribution diagram represents density distribution, in a region, of destinations of flow events whose source locations are located in the target reference region. Hence, bidirectional density distribution associated with each other using the target reference region are displayed on two maps in a linked manner, thereby implementing visualization of bidirectional density distribution data.