Abstract: A method and system for implementing a decentralized storage pool for autonomous vehicle navigation guidance information. Specifically, the method and system disclosed herein entail creating a decentralized storage pool aggregated and virtualized from disparate physical storage resources across autonomous vehicles, edge clusters, and/or the cloud to retain ever increasing amounts of data generated and/or employed through autonomous vehicle map-based localization. Further, a content-addressable, peer-to-peer (P2P) distributed file system may be employed to manage the organization of information on, and coordinate filesystem operations pertinent to, the decentralized storage pool.

Abstract: The present invention discloses a carbon fiber spoke and a manufacturing method thereof. The carbon fiber spoke includes a spoke body made of carbon fiber, a screw bushing that is fit and connected with rim and a nut cap bushing that is fit and connected with the hub. Two end parts of the spoke body are provided with solid joints. The outside surface of the solid joint is provided with a first tapered section. The screw bushing and the nut cap bushing are provided with penetrable mounting holes. The hole wall surrounding the mounting hole is provided with a second tapered section. The mounting hole of the screw bushing and the mounting hole of the nut cap bushing are respectively fixed to the two solid joints; the second tapered section of the mounting hole and the first tapered section of the solid joint are fit and connected together.

Abstract: The present application provides a medical imaging method and system and a non-transitory computer-readable storage medium. The medical imaging method comprises identifying an image quality type of a medical image based on a trained learning network, and generating, based on the identified image quality type, a corresponding control signal for controlling a medical imaging system.

Abstract: A compound, having a structure represented by Formula (I), in which L is selected from the group consisting of a substituted or unsubstituted phenyl, a substituted or unsubstituted naphthyl, a substituted or unsubstituted pyridyl, a substituted or unsubstituted pyrimidinyl, and a substituted or unsubstituted pyrazinyl; and D is an electron donor and is selected from the group consisting of a substituted or unsubstituted phenyl, biphenyl, naphthyl, anthryl, phenanthryl, acenaphthylenyl, pyrenyl, perylenyl, fluorenyl, spirobifluorenyl, chrysenyl, benzophenanthrenyl, benzanthracenyl, fluoranthenyl, picenyl, furyl, benzofuryl, dibenzofuryl, thienyl, benzothienyl, dibenzothiophenyl, phenoxazinyl, phenazinyl, phenothiazinyl, thianthrenyl, carbazolyl, acridinyl, and diarylamino.

Abstract: An OLED display panel and a manufacturing method of the OLED display panel are provided. A light-transmissive hole is in the OLED display panel, a blocking wall is arranged outside some sub-pixel regions around the light-transmissive hole, and a thin-film encapsulation layer is on the blocking wall. A portion of light emitted from the sub-pixel regions inside the blocking wall is reflected at an interface of the thin film encapsulation layer by total internal reflection to cause a bright light spot, so that an image can also be displayed in the light-transmissive hole. Therefore, an opening for an under-screen camera less affects aesthetics and appearance integrity of the OLED display panel.

Abstract: The present invention discloses a pile foundation permeable breakwater with variable permeability, comprising: two rows of prefabricated pile foundations. The tops of the prefabricated pile foundations are fixedly provided with a prefabricated panel. The top of the prefabricated panel is provided with a wave wall and a breast wall. The prefabricated pile foundations are integrally connected with fixed wave breaking plates; sliding rails are installed correspondingly on the top and the bottom between every two adjacent prefabricated pile foundations in the same row; and movable wave breaking plates are slidably connected between each pair of sliding rails. A control system for controlling the slide of the movable wave breaking plates is installed on the prefabricated panel. The present invention also discloses a construction method of the pile foundation permeable breakwater with variable permeability.

Abstract: A method and apparatus for generating augmented training data for hand pose estimation include receiving source data that is associated with a first lighting condition. Target data that is associated with a second lighting condition is received. A lighting condition translation between the first lighting condition and the second lighting condition is determined. Lighting translated data is generated based on the lighting condition translation and the source data. Augmented training data for hand pose estimation is generated based on the target data and the lighting translated data.

Abstract: Techniques for optimizing a remote call are provided. For example, a method includes obtaining a command for calling a remote dedicated processing resource and determining whether the command satisfies an optimization condition based on a type of the command. The method further comprises in response to determining that the command satisfies the optimization condition, ceasing to transmit the command to the remote dedicated processing resource. Accordingly, in the case that the remote dedicated processing resource needs to be called, the number of remote call commands transmitted to the remote dedicated processing resource can be reduced by optimizing the remote call commands, thereby improving the execution efficiency effectively.

Abstract: Disclosed is a display panel, including a display device board and an encapsulation layer; the display device board includes a display area and a peripheral area; the encapsulation layer includes a first organic layer, a first inorganic layer, a second organic layer and a second inorganic layer, and the first organic layer includes at least two annular members, and the annular member includes four strip members, and the strip member covers at least a portion of a pixel unit of the display device board, and the first inorganic layer, the second organic layer and the second inorganic layer are sequentially stacked.

Abstract: There is provided a method for managing addresses in a distributed system. The distributed system comprises a client and a resource pool, the resource pool comprising multiple hosts, a host among the multiple hosts comprising a computing node. The method comprises: receiving an access request from the client, the access request being for accessing first target data in a physical memory of the computing node via a first virtual address; determining the physical memory on the basis of the first virtual address; and determining a first physical address of the first target data in the physical memory on the basis of the first virtual address, wherein the computing node is a graphics processing unit, and the physical memory is a memory of the graphics processing unit.

Abstract: Embodiments of the present disclosure provide a computer-implemented method and an apparatus for a storage system. The method comprises: in response to receiving a read request of a first container for data in a storage device, obtaining an identifier associated with the read request; searching for metadata of the read request in a metadata set based on the identifier, the metadata recording addressing information of the read request, the metadata set including metadata of access requests for the storage device during a past period; and in response to finding the metadata of the read request in the metadata set, determining, based on the metadata, a cached page of a second container storing the data; and providing the cached page from the second container to the first container to avoid reading the data from the storage device.

Abstract: A power on reset method for a resistive memory storage device is provided and includes performing a forming procedure on a memory cell of the resistive memory storage device. The forming procedure includes applying at least one forming voltage and at least one reset voltage to the memory cell. The forming procedure further includes a thermal step. The step of applying at least one reset voltage to the memory cell may be preformed before or after the thermal step. After one forming voltage is applied, if the memory cell passes verification, the next forming voltage is not applied to the memory cell. After the thermal step, if the memory cell passes verification, the next forming voltage is not applied to the memory cell. In addition, after one reset voltage is applied, if the memory cell passes verification, the next reset voltage is not applied to the memory cell.

Abstract: A method and apparatus include receiving, by a device, medical information associated with a user. Inquiry information is determined based on the medical information associated with the user and a reinforcement learning model. The inquiry information is provided to permit response information to be received. The response information is received based on providing the inquiry information. Diagnosis information is determined based on the medical information and the response information using a machine learning model. The diagnosis information is provided to a set of devices via a network.

Abstract: Embodiments of the present disclosure provide methods, devices, and computer program products for processing a task. A method of processing a task comprises: receiving, at a network device and from a set of computing devices, a set of processing results derived from processing the task by the set of computing devices; in response to receiving the set of processing results, executing a reduction operation on the set of processing results; and transmitting a result of the reduction operation to the set of computing devices. In this way, embodiments of the present disclosure can significantly reduce an amount of data exchanged among a plurality of devices processing a task in parallel, and thus reduce network latency caused by data exchange.

Abstract: A resistive memory apparatus and an operating method thereof are provided. In the method, a set operation having a first enhanced bias is performed on at least one memory cell in a resistive memory array of the resistive memory apparatus, in which the first enhanced bias is larger than a bias used in a normal execution of the set operation. A heat process is performed on the memory cell. A set operation having a second enhanced bias is performed on the memory cell, in which the second enhanced bias is larger than or equal to the first enhanced bias.

Abstract: A given policy file is obtained at a publishing node of a decentralized system of nodes, wherein the given policy file defines a policy that applies to at least a subset of nodes in the decentralized system of nodes. The given policy file is sent to a decentralized storage network for storage therein. Storage metadata is received from the decentralized storage network, wherein the storage metadata represents address information associated with storage of the given policy file in the decentralized storage network. The publishing node generates policy file retrieval metadata based on the storage metadata received from the decentralized storage system. The policy file retrieval metadata is sent to a blockchain network for storage therein. One or more querying nodes of the decentralized system of nodes access the blockchain network to obtain the policy file retrieval metadata in order to then retrieve the policy file from the decentralized storage network.

Abstract: Embodiments provide a method and machine for application migration. In an embodiment, a first descriptor associated with a first runtime environment of an application executed on a first dedicated processing unit is obtained from the first dedicated processing unit. In response to determining that the application is to be migrated from the first dedicated processing unit to the second dedicated processing unit during the execution, the second dedicated processing unit is caused to create a second descriptor associated with a second runtime environment for the application, executed on the second dedicated processing unit. Subsequently, the second descriptor is obtained from the second dedicated processing unit and a first mapping from the first descriptor to the second descriptor is established for re-directing, to the second dedicated processing unit, the request from the application to the first dedicated processing unit. A corresponding machine for implementing the method is further disclosed.

Abstract: A method for processing unstructured Chinese-language medical text includes identifying a medical entity in the unstructured Chinese-language medical text using an attention-based named-entity recognition (NER) model, structuring the identified medical entity using a multiple-dimensional entity understanding framework, normalizing the structured medical entity using a medical knowledge graph, and outputting the normalized medical entity.

Abstract: A method comprises, at a network adapter of a first device, detecting a write request for storing data in a storage device of the first device, and the write request comprises a first indication for a first storage address of the data in the storage device. The method also comprises, in response to detecting the write request, storing the data at a second storage address in a memory of the network adapter. The method further comprises, storing the first indication in association with a second indication for the second storage address in the memory to enable the storage device to obtain the data. With the above method, by processing and storing data via the controller and the memory of the network adapter, not only a waste of the processor and the memory of the first device is reduced, but also latency of processing commands is decreased.