Abstract: Various embodiments of the teachings herein include a device deployment method for an AI model. An example method includes: receiving a current behavior tree constructed and configured by a user based on preset nodes for constructing various behavior trees, the nodes comprising a start node, a control node, and an action node; performing a workflow corresponding to the current behavior tree; constructing a predetermined current AI model as an AI application; and deploying the AI application to a target device specified by the user. A behavior tree is used for representing a workflow. The control node is used for implementing logic control in the workflow. The action node is used for implementing a service operation in the workflow. The action node comprises a reusable independent action node formed by encapsulating the related service operation in an AI model deployment process.

Abstract: A wireless communication method for a wireless terminal. The wireless communication method comprises reporting, to a wireless network node, at least one precoding matrix group of at least one codeword according to a transmission mode, receiving, from the wireless network node, at least one codeword, and performing a transmission based on power ratio of the codeword.

Abstract: Provided is a risk assessment method for power transmission line windage yaw flashover. The method includes determining the influence factors of power transmission line windage yaw flashover and setting risk assessment indexes according to the influence factors (S101); generating the standard cloud of the risk assessment indexes according to the incident occurrence probabilities and the consequence levels of the risk assessment indexes (S103); scoring the influence factors according to the risk assessment indexes and generating the risk cloud of the risk assessment indexes according to scoring results (S105); and performing a two-dimensional similarity calculation on the risk cloud and the standard cloud to obtain two-dimensional similarity between the risk cloud and the standard cloud and determining the risk level of the power transmission line windage yaw flashover according to the two-dimensional similarity (S107).

Abstract: Methods, apparatus, and systems that relate to efficient indication of the beam states under the unified framework for downlink channels and reference signal transmissions in multiple transmission and reception points operations are disclosed. In one example aspect, a method for wireless communication includes determining one or more beam states associated with a transmission from a base station to a terminal device and performing the transmission according to the one or more beam states. One beam state is associated with multiple channels and reference signals.

Abstract: The technology disclosed relates to analysis of data posture of a cloud environment. In particular, the disclosed technology relates to a system and method for analyzing cloud assets, such as storage resources, compute resources, etc. to detect peak signals based on occurrences of sensitive data types or other data classifications in the cloud assets. A system for prioritized presentation of high-value cloud resources susceptible to cloud security risks includes a processor, a display, and memory accessible by the processor and executable to, on a cloud resource-by-cloud resource basis, analyze data in a given cloud resource, and attribute a plurality of data sensitivity parameters to the data in the given cloud resource, and a peak value indicating an appraisal of the data in the given cloud resource. A graphical interface includes graphical objects configured to display the given cloud resource, the plurality of data sensitivity parameters, and the peak value.

Abstract: A low-carbon energy utilization system for steam and power cogeneration of oil field is provided, which includes a first water pump device, a second water pump device, electric heating devices, a liquid mixer, a fossil-fuel steam injection boiler, a steam mixer, a super-heater, and a new energy generation station. The electric heating devices are connected to the first water pump device. The liquid mixer is connected to the second water pump device and the electric heating devices. The fossil-fuel steam injection boiler is connected to the liquid mixer. The steam mixer is connected to the electric heating devices and the fossil-fuel steam injection boiler. The super-heater is connected to the steam mixer. The new energy generation station is used for supplying power to the electric heating devices.

Abstract: Methods, systems, and computer programs encoded on a computer storage medium, for training and using machine learning models are disclosed. Methods include creating a model that represents relationships between user attributes, content exposures, and performance levels for a target action using organic exposure data specifying one or more organic exposures experienced by a particular user over a specified time prior to performance of a target action by the particular user and third party exposure data specifying third party exposures of a specified type of digital component to the particular user over the specified time period. Using the model, an incremental performance level attributable to each of the third party exposures at an action time when the target action was performed by the particular user is determined. Transmission criteria for at least some digital components to which the particular user was exposed are modified based on the incremental performance.

Abstract: This disclosure is directed to methods, systems, and devices related to wireless communication, and more specifically, to determine an association between demodulation reference signal (DMRS) ports and phase tracking reference Signal (PTRS) ports for uplink transmission. A method of wireless communication, comprising receiving, by a wireless communication device, an indication with a number of bits; wherein the indication is indicated in a downlink control information (DCI); and determining, by the wireless communication device, an association between a number of demodulation reference signal (DMRS) ports and a number of phase tracking reference Signal (PTRS) ports according to the indication.

Abstract: A 5G-TSN resource joint scheduling apparatus includes: a state information acquisition module, a scheduling decision making module, and a configuration module. The state information acquisition module is configured to acquire bottom-layer network information, and process the acquired bottom-layer network information to obtain state information, the bottom-layer network information includes channel information, gate control list information of a TSN domain, and queue information in a base station. The scheduling decision making module is configured to obtain a result of decision making based on the state information output by the state information acquisition module using a DDPG-based reinforcement learning model, the result of decision making includes whether to allocate resources for a current queue and a number of resources actually allocated to the current queue.

Abstract: A method of wireless communication is described. The method includes receiving, by a user device from a base station, timing advance information including a first timing advance information and a second timing advance information; receiving, transmission resource information associated with transmission information; determining a first transmission timing for a first transmission associated with a first transmission resource information based on the first timing advance information and a second transmission timing for a second transmission associated with a second transmission resource information based on the second timing advance information; and transmitting, based on the determining, the first transmission in a first time period using a first transmission timing and a second transmission in a second time period using a second transmission timing.

Abstract: The present application discloses a negative electrode plate including a negative electrode active material layer including a first active material layer; wherein in a first cross section in a thickness direction of the negative electrode plate, the first active material has a particle size a in a direction parallel to the metal conductive layer, the first active material has a particle size b in the thickness direction, satisfying 0.8?a/b?20; in a second cross section in the thickness direction, the first active material has a particle size c in the direction parallel to the metal conductive layer, the first active material has a particle size d in the thickness direction, satisfying 0.8?c/d?20; and the first cross section is parallel to a first direction, the second cross section is parallel to a second direction, and the first direction intersects the second direction.

Abstract: Presented are systems and methods for determining downlink control information. A wireless communication device may receive a downlink signaling that includes a first indication field and a second indication field from a wireless communication node. The wireless communication device may simultaneously transmitting a first Physical Uplink Shared Channel (PUSCH) transmission and a second PUSCH transmission. The first PUSCH transmission can be indicated by the first indication field. The second PUSCH transmission can be indicated by one of the first indication field or the second indication field.

Abstract: Provided are a crystal form of a compound represented by formula (I) and a preparation method therefor.

Abstract: Various embodiments illustrated herein disclose a housing of an imaging unit. The housing comprising an outer surface and an inner surface, wherein the inner surface of the housing defines a lens channel, wherein the inner surface of the lens channel defines a contact point that protrudes outwardly from the inner surface into the lens channel. The inner surface of the lens channel further defines a through hole, in the lens channel, that extends from the inner surface of the lens channel to the outer surface of the housing. The lens channel is configured to receive a lens barrel comprising a groove, wherein the groove is exposed to the through hole when the lens barrel is received in the lens channel.

Abstract: A crystal form of a compound of formula (I), a preparation method therefor, and an application of the crystal form in the preparation of a drug for treating related diseases.

Abstract: This disclosure is related to wireless communication. A method of wireless communication, comprising receiving, by a wireless communication device, from a network device, a first message comprising random access configuration information associated with at least one transmission information; determining, by the wireless communication device, at least one random access resource pool associated with the at least one transmission information based on the first message; determining, by the wireless communication device, a random access preamble and a PRACH transmission occasion based on a random access resource pool associated with the transmission information; and transmitting, after the determining, the random access preamble to the network device in the PRACH transmission occasion.

Abstract: The embodiments of the present disclosure relate to a server system starting method, apparatus, electronic device and storage medium. A host sends a block device access request to a network card for obtaining mirror image data corresponding to a root file system based on a NVMf communication connection; the network card obtains the mirror image data corresponding to the root file system from a target storage node of a storage cluster, and sends the mirror image data corresponding to the root file system to the host based on the NVMf communication connection; the host mounts the root file system to complete system startup.

Abstract: Methods, system, and non-transitory processor-readable storage medium for a test selection system are provided herein. An example method includes selecting, by a test selection system, a regression test case from a plurality of regression test cases in a software testing lifecycle system. The test selection system determines a product release weight associated with the regression test case, where the product release weight incorporates new features associated with a product release. The test selection system obtains a regression test case value for the regression test case by applying the product release weight. The test selection system selects the regression test case for use in regression testing for the product release, based on the regression test case value and executes the regression test case on a system.

Abstract: A 5G-TSN resource joint scheduling apparatus includes: a state information acquisition module, a scheduling decision making module, and a configuration module. The state information acquisition module is configured to acquire bottom-layer network information, and process the acquired bottom-layer network information to obtain state information, the bottom-layer network information includes channel information, gate control list information of a TSN domain, and queue information in a base station. The scheduling decision making module is configured to obtain a result of decision making based on the state information output by the state information acquisition module using a DDPG-based reinforcement learning model, the result of decision making includes whether to allocate resources for a current queue and a number of resources actually allocated to the current queue.

Abstract: Presented are systems and methods for uplink frequency selective precoding. A wireless communication device may receive a first signaling from the wireless communication node. The first signaling may include a plurality of precoding information associated with a plurality of port groups. The wireless communication device may determine signals precoded according to the plurality of precoding information. The wireless communication device may transmit the signals to the wireless communication node.