Abstract: Provided are a data management method and system for a security protection terminal, a device and a medium. The method includes: respectively generating an initial universally unique identifier for each security protection terminal; determining a target search field, calculating corresponding search field identifier information, and inputting the same into the initial universally unique identifier to obtain a target universally unique identifier; storing data corresponding to the security protection terminals in corresponding sub-databases based on a horizontal partitioning and modulus mode according to the target universally unique identifier; and receiving a data search request, and locating to the sub-databases based on the horizontal partitioning and modulus mode according to the target search field identifier information, thereby facilitating subsequent data search in the sub-databases.

Abstract: A BIOS error locating method and apparatus, a device, and a storage medium are provided. The method includes: acquiring one or more MAP files which are generated during a compilation process of a BIOS and used for recording an entry address offset of each function; recording a base address of each function module after the BIOS is started, so as to obtain a base address log file; in response to occurrence of an EXCEPTION error during an execution process of the BIOS, executing an Exception handling function, so as to determine, according to the base address log file and the one or more MAP files, a target function that results in the EXCEPTION error; and recording a name of the target function in a serial log, and sending the serial log to a BMC.

Abstract: A method, system, and device for writing compressed data to a disk, and a readable storage medium. The method includes: acquiring compressed data, and determining a length of the compressed data; storing the compressed data in a linked list, and adding the length of the compressed data to a linked list length, wherein the linked list length is a total length of all compressed data in the linked list; determining whether the linked list length exceeds a threshold value; and if YES, allocating an idle thread to merge all the compressed data in the linked list, and carrying out a write-to-disk operation on the merged compressed data.

Abstract: The present application discloses an image recognition method and apparatus, and a device and a readable storage medium. The method includes: obtaining a target image to be recognized; inputting the target image into a trained feature extraction model for feature extraction to obtain image features; and using the image features to recognize the target image to obtain a recognition result. In the present application, under the condition that the parameter quantity and the calculation amount of the feature extraction model do not need to be increased, the feature extraction model has relatively good feature extraction performance by means of isomorphic branch extraction and feature mutual mining, namely knowledge collaboration assistive training, and more accurate image recognition may be completed on the basis of the image features extracted by the feature extraction model.

Abstract: A sparse matrix accelerated computing method and apparatus, a device, and a medium are disclosed. The method includes: reading and performing non-zero detection on a first sparse matrix, and generating first status information of each line of data of the first sparse matrix by the detection result and storing same into a register; storing non-zero data of the first sparse matrix into an RAM; reading and performing non-zero detection on a second sparse matrix, and generating second status information of each row of data of the second sparse matrix by a detection result and storing same into the register; and performing a logical operation on the first status information and the second status information, reading the data in the RAM by the logical operation result, and performing a product operation on the data in the RAM and data of the second sparse matrix to obtain product matrix data.

Abstract: Disclosed is an IO request pipeline processing device. The device mainly includes: an IO state buffer and a pipeline controller, wherein the IO state buffer includes multiple elements, for storing context information including a module calling sequence generated by a CPU; and the pipeline controller is configured to perform pipeline control on an IO request according to the context information. The device performs pipeline management on an IO processing state by arranging hardware modules, which shares the huge workload during an original CPU software control process, and also reduces the requirements for CPU design. At the same time, processing logic of the pipeline controller is triggered by the module calling sequence recorded in the IO state buffer, which may reduce the implementation power consumption and improve the implementation efficiency.

Abstract: Provided are a service instance deployment method and apparatus, an electronic device, and a computer-readable storage medium. The method comprises: creating multiple processes in a target physical node, wherein each process is a RegionServer component and is used for executing one service instance; allocating a flag character to each service instance, and allocating a corresponding port to each service instance based on the flag character, wherein the flag character allocated to each service instance is used as a system parameter of the process corresponding to the service instance; and creating a corresponding log file and a corresponding Process Identification (pid) file for each service instance based on the flag character.

Abstract: Provided are a task allocation method and system for a solid state drive, an electronic device, and a storage medium. The task allocation method includes: dividing data managers into a plurality of data management groups; determining a service scenario according working states of all sibling master data managers; when the service scenario is a high-band-width scenario, controlling the sibling master data managers and sibling slave data managers to work in corresponding Central Processing Unit (CPU) cores, and allocating tasks to all the sibling master data managers and all the sibling slave data managers; and when the service scenario is a high-quality-of-service scenario, controlling the sibling master data managers to work in corresponding CPU cores, and allocating tasks to all the sibling master data managers.

Abstract: A data transmission method, apparatus, and device and a storage medium. A control instruction sent by a first node main program is received and analyzed; when the control instruction is analyzed to be a first control instruction for controlling a first node, a value is assigned to a first variable of the first node; the first control instruction is executed to obtain first result data and fed back same to the first node main program; the first variable of the first node is sent to a second node SES program, so that the second node SES program receives and analyzes same, and assigns a value to a second variable of a second node. According to the method, in a multi-controller data processing situation, node data transmission is increased, redundant link control of a two-node SES program by one node is implemented, and an information interaction redundancy mechanism can be enhanced.

Abstract: An electrostatic interference processing method, apparatus, and device, and a readable storage medium are provided. The method includes: receiving input data in real time, and determining whether an electrostatic interference signal is present in the input data; in response to determining that the electrostatic interference signal is present in the input data, interrupting reception of the input data; determining whether an interference frequency of the electrostatic interference signal is lower than a preset value; and in response to determining that the interference frequency of the electrostatic interference signal is lower than the preset value, continuing to receive the input data.

Abstract: Disclosed in the present application are a multi-shared directory tree-oriented control method and system. The method includes: setting a number of circular queues and a number of worker execution units in a Samba configuration file of a server according to a number of directories to be shared; running a Samba main process on the server; obtaining a data read-write test request from a client; and orienting request tasks of individual directories to individual worker execution units according to the data read-write test request by using a Server Message Block (SMB) message header data-based adaptive equalization control algorithm. The system includes an Input/Output (IO) execution unit, a plurality of worker execution units, a setting unit, a request obtaining unit, and a concurrency control unit. According to the present application, the data processing efficiency of a Samba server and the data processing efficiency of a client may be effectively improved.

Abstract: Disclosed are a method and apparatus for retrieving and enumerating object metadata in a distributed storage system. The method includes: defining and configuring metadata of objects, and counting the number N of types of the metadata; constructing a metadata retrieval tree according to the metadata and the number N of the types of the metadata, each Mth node being associated with an Mth linked list; configuring objects in the Mth linked lists, the objects conforms to all metadata in metadata arrays in the Mth nodes; and configuring an index based on the metadata, pointing to a specified target node via the metadata retrieval tree according to the index, determining a target linked list according to the target node, and providing enumerated objects by the target linked list.

Abstract: A foldable conductive guide rail includes: an outer guide rail being electrically connected to a power supply of the box body by an outer guide rail pad and having an outer slideway, the outer slideway having a hollow rail and being provided with tenons at two ends; an inner guide rail being electrically connected to a mounting device by an inner guide rail pad and having an inner slideway opposite to the outer slideway, the inner slideway having a hollow rail and being provided with tenons at two ends; and a plurality of rivets, including outer rivets and inner rivets, the plurality of rivets electrically connecting the outer guide rail and the inner guide rail and enabling the outer rail and the inner rail to move relative to each other under the action of an external force.

Abstract: An IO path determination method and apparatus, and a device and a readable storage medium. The method comprises: determining a target volume of an IO request, and acquiring a path level of the target volume; when the path level is a host path level, sending the IO request to a preset preferable controller; when the path level is a back-end path level, selecting a target controller from controllers by using a consistent hashing algorithm, and sending the IO request to the target controller; and when the path level is a fault level, determining that a fault occurs in an IO path. An IO path is determined by means of setting different path levels for a volume and in conjunction with a consistent hashing algorithm, such that loads of controllers in a storage system can be effectively balanced.

Abstract: Disclosed is a method for resource exposure in kubernetes, including: in response to receiving a request for applying for a service resource, judging whether a mapping relationship between a label corresponding to a type of the service resource and virtual IPs exists in a first configuration file of a keepalived service; in response to absence of the mapping relationship, acquiring new virtual IPs and establishing, in the first configuration file, a mapping relationship between the new virtual IPs and the label; and binding the virtual IPs corresponding to the label in the first configuration file to a plurality of pods corresponding to the service resource, so as to expose the plurality of the pods outside a kubernetes cluster by the virtual IP. Further disclosed are a system, a computer device and a readable storage medium.

Abstract: A performance adjusting method and apparatus for a file system architecture. The method includes: determining a plurality of internet bandwidths among a client, an Object Storage Server (OSS), and a storage controller in a file system architecture; determining an overall network architecture of the file system architecture and a maximum transmission bandwidth of the file system architecture; testing read-write performance of a single Object Storage Target (OST) to calculate an Input/Output (IO) processing capability of a storage node; determining whether the maximum transmission bandwidth matches the IO processing capability of the storage node to add or reduce a storage array accordingly to adjust a number of OSTs; executing a performance benchmark test to determine IO read-write performance of the file system architecture; and determining whether the maximum transmission bandwidth matches the IO read-write performance to adjust a number of OSSs or a number of storage arrays accordingly.

Abstract: A random write method includes: using a wear-leveling module to scan the number of free blocks and the number of bad blocks in a target super logic unit; using a lookup management module to iteratively update, according to the number of current remaining solid-state disk data frames, the number of historically weighted solid-state disk data frames in a long short-term memory network manner; using dynamic write arbitration to determine an adjustment stage based on the number of historically weighted solid-state disk data frames, and determining the expected number of read and write operations per second based on the adjustment stage; and re-updating the number of historically weighted solid-state disk data frames, and adjusting the actual number of read and write operations per second based on the re-updated number of historically weighted solid-state disk data frames and the expected number of read and write operations per second.

Abstract: Disclosed are a data processing method and apparatus based on an optical neural network, a computer-readable storage medium, and an optical neural network.

Abstract: An nGraph-based graphics processing unit (GPU) backend distributed training method and system, a computer-readable storage medium, and an electronic device. The method includes: receiving a training request, and obtaining corresponding training data; obtaining a Nvidia® Collective multi-GPU Communication Library (NCCL) file by means of a system path of the NCCL file linked to an nGraph framework; invoking an NCCL communication interface configuration according to the training request to obtain a training model, the NCCL communication interface is an NCCL file-based communication operation interface located at a GPU backend of the nGraph framework; and performing GPU backend training on the training data using the training model. The present application can satisfy an urgent need of a user for performing neural network distributed training on the basis of an nGraph GPU backend, thus further improving the performance of deep learning network training.

Abstract: An inference service management method, apparatus, and system for an inference platform, and a medium, the method comprising: detecting whether there is inference service corresponding to the inference service record in a server according to an inference service record in a database (S110); and if not, then restoring the corresponding inference service according to the inference service record (S120). According to the method, an inference service in a server is detected according to an inference service record in a database to determine whether there is inference service corresponding to the inference service record in the server, if not, it means that the inference service record is inconsistent with a real inference service, and then corresponding inference service may be restored according to the inference service record.