Abstract: A method comprises generating a first set of hardware performance counter (HPC) events that is ranked based on an ability of an individual HPC event to profile a malware class, generating a second set of HPC event combinations that is ranked based on an ability of a set of at least two joint HPC events to profile a malware class, generating a third set of extended HPC event combinations, profiling one or more malware events and one or more benign applications to obtain a detection accuracy parameter for each malware event, applying a machine learning model to rank the third set of HPC event combinations based on malware detection accuracy, and applying a genetic algorithm to the third set of HPC event combinations to identify a subset of the third set of extended combinations of HPC events to be used for malware detection and classification.

Abstract: Disclosed are systems and methods for optimizing resource utilization by generating resource initialization data that is customized to particular users. The initialization data is customized and optimized based on user evaluation data that includes information about user attributes, functions, and user computing devices. The systems and methods utilize artificial intelligence (“AI”) systems to process data received from user devices, such as Internet navigation data, device configuration data, and user account data associated with users that have been authenticated. The AI systems process the user evaluation data to classify users by determining the probabilities that the users match predefined classifications. For users that meet predefined classifications, the AI systems determine probabilities that users will accept customized resource initialization parameters.

Abstract: Disclosed are systems d methods for optimizing resource utilization by generating resource initialization data that is customized to particular users. The initialization data is customized and optimized based on user evaluation data that includes information about user attributes, functions, and user computing devices. The systems and methods utilize artificial intelligence (“AI”) systems to process data received from user devices, such as Internet navigation data, device configuration data, and user account data associated with users that have been authenticated. The AI systems process the user evaluation data to classify users by determining the probabilities that the users match predefined classifications. For users that meet predefined classifications, the AI systems determine probabilities that users will accept customized resource initialization parameters.

Abstract: The present disclosure directs to a system and method for automated positioning of a subject. The method may include obtaining a scout image of a subject when the subject is positioned at a first position in an apparatus. The method may also include determining location information of a reference structure of the subject based on the scout image. The method may also include determining an offset between the first position of the subject relative to a characteristic point of the apparatus according to the location information of the reference structure. The method may further include moving the subject to a second position based on the offset. The method may still further include performing, using the apparatus, a procedure relating to a target structure of the subject located at the second position.

Abstract: Systems and methods for determining a target area relating to a subject situated on a table of a medical system are provided. The medical system may include a first device of a first modality and a second device of a second modality. In some embodiments, the system may: identify a second target area relating to the subject for performing a second operation using the second device; determine, based on the second target area, an initial target area relating to the subject for performing a first operation using the first device; and determine a first target area relating to the subject for performing the first operation using the first device by adjusting the initial target area.

Abstract: A pea-derived peptide with a muscle-building effect and a preparation method thereof, and a drug and use, are disclosed. A pea protein is subjected to enzymatic hydrolysis, and five polypeptides with muscle-building effect are obtained by separation as separate peptide fragments. In an in vitro aging skeletal muscle cell assay, changes are analyzed in a gene expression level of regulatory pathways related to skeletal muscle cell proliferation and differentiation, apoptosis and autophagy, and protein synthesis and degradation. In addition, animal experiments are conducted to study the muscle-building effect and a corresponding mechanism of the pea-derived peptide. This shows that the five polypeptide sequences have a significant muscle-building effect, usable as a polypeptide drug for the treatment of sarcopenia.

Abstract: Provided in the embodiments of the present disclosure are a method and device for processing a data packet, a storage medium, and an electronic device. The method includes: in a case where a Bit-Forwarding Ingress Router (BFIR) performs Bit Index Explicit Replication (BIER) packet encapsulation and outer Internet Protocol Version 6 (IPv6) packet encapsulation on a data packet, copying an Entropy field in a BIER packet header to a position of a Flow Label field of an outer IPv6 packet, and placing a label value allocated for Virtual Private Network (VPN) data in a position of the original Entropy field in the BIER packet header; and setting a data packet after the BIER packet header, and setting a Proto field in the BIER packet header to a corresponding value indicating a data packet type of the data packet.

Abstract: An information handling system may include a host system including a first root complex, a management controller including a second root complex, a network interface controller, and at least one switching circuit. The information handling system may be configured to, in response to the host system being powered on: couple the network interface controller to the management controller via the first root complex; and wherein the information handling system is further configured to, in response to the host system being powered off: activate the at least one switching circuit to couple the network interface controller to the management controller via the second root complex.

Abstract: Techniques for pixel propagation and video inpainting are described. A video processing application selects, from a sequence of video frames, a reference video frame that includes replacement pixels corresponding to a mask of an undesired object. The video processing application aligns the reference video frame with the target video frame. The video processing application identifies, in the reference video frame, pixels corresponding to the mask. The video processing application uses the pixels from the reference video frame to replace pixels in the target video frame that correspond to the undesired object.

Abstract: The present disclosure provides an information notification method, applied to a first communication node, including: receiving a configuration message of a deterministic flow sent by a second communication node, the configuration message carrying a mapping rule from the deterministic flow to a network slice; and mapping a target deterministic flow to a target network slice according to the mapping rule, and transmitting a packet of the target deterministic flow through the target network slice. The present disclosure further provides an information notification method applied to a second communication node, a first communication node, a second communication node and a computer-readable medium.

Abstract: A method may include obtaining a first acquisition time period related to a scan of a first modality performed on an object. The method may also include obtaining one or more second acquisition time periods related to a scan of a second modality performed on the object. The method may also include obtaining, based on the first acquisition time period and the one or more second acquisition time periods, target data of the object acquired in the scan of the first modality. The method may also include generating one or more target images of the object based on the target data.

Abstract: Provided are an information advertisement method and apparatus, a packet forwarding method and apparatus, a packet cancellation method and apparatus, a device, and a medium. The information advertisement method includes associating a particular topology identifier with a BIER forwarding plane in a case where a particular topology is constructed; and advertising BIER information to a network, where the BIER information carries the particular topology identifier, and the BIER information is configured to be used by a node in the network to generate a BIER forwarding table entry corresponding to the particular topology.

Abstract: Disclosed service discovery methods include responding, by a node, to detecting a new connection to a switch port by performing new connection operations that include determining, using link-layer discovery protocol (LLDP) advertisements, a switch port number and self-assigning an IP address in accordance with a predetermined addressing protocol in which the self-assigned IP address is indicative of the switch port number. The IP address assigned to the node may indicate the node's switch port number. Disclosed methods may further include initiating a unicast discovery procedure to determine, via unicast messages exchanged between nodes connected to the switch, a switch port roster that lists or otherwise indicates nodes connected to the switch as well as their corresponding port numbers and services available from each node. The switch port roster may be distributed to each of the connected nodes. The unicast discovery procedure may be periodically launched to refresh and re-distribute the roster.

Abstract: A method for automatically producing LED lamp cap, including: leading a heat sink base out to an outlet of a first feeding device; leading a reflection bowl to an outlet of a lead-out rail of a second feeding device; feeding, by a third feeding device, a LED lamp bead to a clamping block; feeding a bottom cover into a feeding pipe of a fourth feeding device; feeding a lamb tube to a lamp tube feeding pipe; dispensing a glue in a mounting groove of the heat sink base; pushing the LED lamp wick into the mounting groove; feeding the reflection bowl to a mounting surface of the heat sink base; and allowing the bottom cover to abut against an end of the heat sink base and allowing a lead wire to be clamped in a notch of the heat sink base and an opening of the bottom cover.

Abstract: An information handling system may include at least one processor; a network interface; and a physical storage resource including a flash translation layer (FTL) operable to provide a mapping between logical storage addresses and physical storage addresses. The information handling system may be configured to: receive a request for a snapshot; for used portions of the physical storage resource, change a metadata identifier from a used status to a snapshot status; prevent deletion of those portions associated with the snapshot status; and transmit, via the network interface, information associated with the portions that are associated with the snapshot status.

Abstract: A device for automatically installing a lamp tube of an intelligent LED lamp cap, including a first feeding device for feeding a heat sink base and a second feeding device for feeding a LED lamp bead out to an outlet of the first feeding device and assembling the LED lamp bead with the heat sink base. A third feeding device is arranged on a side of the first feeding device for feeding a lamp tube. A positioning-mounting mechanism is arranged on a side of the third feeding device and is configured to assemble the heat sink base with a lamp tube. A lead wire threading device is arranged on a side of the positioning-mounting mechanism and is configured to guide a lead wire of the LED lamp bead to pass through a mounting hole on the heat sink base.

Abstract: An information handling system may include at least one processor and a memory. The information handling system may be configured to: receive, from a cluster management client, a request for functionality that is implemented at a management controller; and execute a proxy configured to: transmit the request to the management controller; receive a response from the management controller; and transmit the response to the cluster management client.

Abstract: A transaction method, a terminal device, a payment system, a merchant system, and a storage medium. The transaction method comprises: generating a payment request (101); sending the payment request in a rich media message format to a payment system (102); and receiving a payment processing result in a rich media message format from the payment system, wherein the payment processing result corresponds to the payment request (104). A user can make payment by sending and receiving rich media messages without needing to install multiple payment applications, thereby enabling convenient operation.

Abstract: This disclosure relates to a composite comprising (a) a rubber layer comprising a cured rubber and optionally a first copolymer having carboxyl groups or anhydride groups; and (b) a foam layer comprising a crosslinked ethylene vinyl acetate and optionally a second copolymer having carboxyl groups or glycidyl methacrylate groups; wherein the foam layer has at least one surface adhering to the rubber layer directly, and provided that either the first copolymer or the second copolymer is present, and the composite is free of glues or adhesive films in the interface between the rubber layer and the foam layer.

Abstract: An information handling system may include a host system including a first root complex, a management controller including a second root complex, a network interface controller, and at least one switching circuit. The information handling system may be configured to, in response to the host system being powered on: couple the network interface controller to the management controller via the first root complex; and wherein the information handling system is further configured to, in response to the host system being powered off: activate the at least one switching circuit to couple the network interface controller to the management controller via the second root complex.