Abstract: One embodiment of the invention provides a method for reverse proxy inspection (RPI) of encrypted traffic in an edge-based network. The method comprises sharing a first certificate from an RPI instance to an edge-based network gateway. The first certificate is issued to the RPI instance. The method further comprises receiving, at the RPI instance, an encrypted message with an initial layer of encryption and a subsequent layer of encryption. The initial layer is encrypted using a second certificate issued to an edge-based network device. The subsequent layer is encrypted using the first certificate. The method further comprises, at the RPI instance, authenticating the first certificate, and decrypting the subsequent layer using the first certificate, resulting in the encrypted message with the initial layer intact. The method further comprises, at the RPI instance, inspecting the encrypted message, and forwarding the encrypted message to a centralized hub.

Abstract: A control device may communicate messages with devices in a network through a parent device, and receive messages from auxiliary parent devices. The control device may store a respective communication metric associated with each of the parent device and the one or more auxiliary parent devices. The control device may set an auxiliary parent device of the one or more auxiliary parent devices as the parent device of the control device, e.g., when a respective communication metric of the auxiliary parent device determined to be set as the parent device indicates a stronger communication link than the parent device. The control device may determine that the respective communication metric of the auxiliary parent device indicates a stronger potential communication link than the parent device when the average received signal strength indicator of auxiliary parent device is greater than the average received signal strength indicator of the parent device.

Abstract: Systems and methods for optimizing thread allocation in a model serving system include estimating a batch size for inference requests. An optimal configuration is then determined that defines a number of inference instances, a number of threads per inference instance, and a sub-batch size per inference instance for processing a batch of inference requests of the batch size using intra-operator parallelism that minimizes average per-batch latency. The optimal configuration is determined with reference to a plurality of predetermined model profiles that define single-inference average batch latencies for different combinations of thread counts and batch sizes, the predetermined model profiles being used as input to a dynamic programming algorithm that identifies optimal configurations that minimize the average per-batch latency.

Abstract: The present subject matter describes performing radio resource management (RRM) measurements by a WTRU in a 3GPP networks. The method comprise defining at-least one of: a) a channel condition threshold, b) a WTRU mobility threshold, and c) a measurement-reliability threshold. A first sub-set of reference-signal samples are measured out of a set of reference-signal samples based on sensing at least one of current channel conditions and mobility-conditions. A reliability-parameter associated with the first sub-set of measured samples is checked. Finally, network-measurement operation is concluded in case of the reliability-parameter being in accordance with the pre-defined reliability-thresholds.

Abstract: Systems and methods for using machine learning to determine product offers for individuals are disclosed. According to certain aspects, the systems and methods may determine, using a machine learning model and based on a set of products purchased by a user, a set of digital offers associated with an additional set of products to provide to the user. The user may redeem any of the digital offers, and the systems and methods may use any additional product purchase information to update the machine learning model for use in subsequent analyses.

Abstract: An information handling system detects installation of a hardware device that includes software, and transmits a request for a secure boot certificate associated with a hardware identifier of the hardware device and a software version of the software to a remote secure boot service. The secure boot service which maintains a centralized secure boot certificate store queries for the secure boot certificate based on the request and transmits the secure boot certificate to the information handling system. The secure boot service also performs a refinement mapping of the secure boot certificates in the store. Subsequent to receiving the secure boot certificate, the system provisions the secure boot certificate.

Abstract: Apparatuses, methods, and systems are disclosed for configuring an AI based framework. One method includes receiving a first indication indicating an AI based framework. The method includes receiving configuration information corresponding to CSI report settings. The configuration information includes CSI RSs to be received at a UE; and the CSI RSs are transmitted over a frequency index, a spatial index, and/or a temporal index, and decomposed into two groups based on the frequency index, the spatial index, and/or the temporal index. The method includes generating first CSI based on a first group of the two groups of CSI RSs. The method includes transmitting a CSI report including the first CSI. The method includes communicating an AI based report corresponding to second CSI corresponding to a second group of the two groups of CSI RSs. The first AI based report for CSI includes a correlation between the first and second CSI.

Abstract: Apparatuses, methods, and systems are disclosed for configuring an AI based framework. One method includes receiving, an indication indicating an artificial intelligence based framework. The method includes receiving configuration information corresponding to the artificial intelligence based framework. The configuration information comprises at least one parameter of the artificial intelligence based framework. The method includes communicating an artificial intelligence report corresponding to the artificial intelligence based framework based on the configuration information. The artificial intelligence report includes: a set of values corresponding to the configuration information; an indication of a subset of a set of channel resources; or a combination thereof. The artificial intelligence report corresponds to a usage value that describes an artificial intelligence based application.

Abstract: In aspects of the present disclosure, a circuit interrupter includes a housing, a conductive path, a switch which selectively interrupts the conductive path, sensor(s), memory, and a controller within the housing. The sensor(s) measure electrical characteristic(s) of the conductive path. The memory stores an arc detection program that implements a machine learning model and includes a field-updatable program portion and a non-field-updatable program portion, where the field-updatable program portion includes program parameters used by the non-field-updatable program portion to decide between presence or absence of an arc fault. The controller executes the arc detection program to compute input data for the machine learning model based on the sensor measurements, decide between presence of an arc event or absence of an arc event based on the input data, and cause the switch to interrupt the conductive path when the decision indicates presence of an arc event.

Abstract: A control device may be configured to delay an attachment procedure while attachment messages are being transmitted over the network. The control device may be configured to initiate an attachment procedure with a router device on a network at the end a back-off period of time. The attachment procedure may include transmitting attachment messages (e.g., parent request messages) that enable the control device to transmit and receive messages over the network through the router device. During the back-off period of time, the control device may determine an attachment message is received from another control device on the network. And, if an attachment message (e.g., a parent request messages and/or a link request message) is received from another control device, the control device may increase the back-off period of time (e.g., delaying when the control device initiates its attachment procedure).

Abstract: In implementations of systems for visualizing vector graphics in three-dimensional scenes, a computing device implements a projection system to receive input data describing a digital image depicting a three-dimensional scene and a vector graphic to be projected into the three-dimensional scene. The projection system generates a depth image by estimating disparity values for pixels of the digital image. A three-dimensional mesh is computed that approximates the three-dimensional scene based on the depth image. The projection system projects the vector graphic onto the digital image by transforming the vector graphic based on the three-dimensional mesh.

Abstract: A self-aligning mechanical fastener includes an active apparatus and a passive apparatus and is configured to have locked and unlocked states. The active apparatus includes a motor that drives a shaft in first direction to advance a plunger towards the passive apparatus to transition the fastener to the locked state. The plunger includes a tapered distal end that mechanically engages a locking body. The locking body is moved laterally by the tapered distal end to apply a force to a locking frame that is located in a slot defined in a housing of the passive apparatus. The force causes the mechanical fastener to be locked. To unlock the mechanical fastener, the motor drives the shaft in a second direction to retract the plunger away from the passive apparatus.

Abstract: The present disclosure provides a transceiver device and a scheduling device, and communication methods for transceiver device and scheduling device. The transceiver device comprises a transceiver, which, in operation, receives control information over a Physical Downlink Control Channel, PDCCH, the control information indicating a scheduled transmission of data; and circuitry, which, in operation, sets a monitoring period according to a number of blind retransmissions of the data, wherein the transceiver, in operation, monitors the PDCCH during the monitoring period.

Abstract: Disclosed are methods, systems, and computer-readable medium to perform operations including: obtaining a first configured grant (CG) configuration for an uplink (UL) carrier and a second CG configuration for a supplementary uplink (SUL) carrier, each of the first and second CG configurations comprising multiple transmission occasions, generating at least one unused transmission occasion uplink control information (UTO-UCI), the at least one UTO-UCI indicating which of the multiple transmission occasions are unused by a user equipment (UE) for each of the first CG configuration and the second CG configuration, and instructing radio frequency (RF) circuitry to transmit the at least one UTO-UCI to an access node.

Abstract: A method performed by a node for handling drift in data. The node obtains a dataset including a plurality of datapoints corresponding to a plurality of values of one or more dependent variables for a plurality of first features over a time period. The node determines, using machine learning and explainability, in the absence of determining whether or not the plurality of datapoints has a drift, whether or not there has been a change in respective one or more characteristics of a subset of the plurality of first features having a largest contribution to a variability of the datapoints in the plurality of datapoints based on a threshold from a first time period to a second time period. The node then initiates application of a drift policy on the plurality of datapoints based on a result of the determination.

Abstract: A computer implemented approach is proposed for computationally establishing joint custodial features to augment functionality of digital data objects recorded on a distributed ledger data structure. A specialized smart contract data object used as an improved digital wallet object is persisted on the distributed ledger data structure which provides a feature interface between a cryptographic wallet controlled directly by an individual, and a set of institutional computing systems and corresponding protocols. The specialized smart contract data object is configured to be a multi-signature joint custody safe data object, the specialized smart contract data object persisted as an interactive data object on a decentralized virtual environment that is configured to automatically execute code consistently and securely across nodes of a decentralized network whose ledger forms a Turing Complete state-machine based computing environment.

Abstract: In an IEEE 802.11 wireless system, a sharing AP device (1A) shares a transmission opportunity with a shared AP device (2A) by transmitting a coordinated spatial reuse opportunity announcement control frame packet having defined signal fields which are used by the shared AP device (2A) to compute a transmit power limit for limiting interference at a first sharing STA device (1S) associated with the sharing AP device (1A) when transmitting one or more first downlink packets from the shared AP device (2A) to a first shared STA (2S) device associated with the shared AP device (2A).

Abstract: This disclosure relates to techniques for performing physical uplink control channel repetitions before dedicated physical uplink control channel resource configuration in a wireless communication system. A wireless device may receive configuration information indicating that physical uplink control channel repetition before dedicated physical uplink control channel resource configuration is supported. The wireless device may perform a physical uplink control channel transmission with repetition before dedicated physical uplink control channel resource configuration based at least in part on the configuration information.

Abstract: A computer-implemented method and system for prioritizing notifications deliverable to one or more end users include a notifications service identifier identifying one or more end user notification receiving devices. A notifications service server sends a first batch of one or more notifications to the one or more end user notification receiving devices. A notifications service monitor monitors delivery status information relative to each of the one or more notifications of the first batch. A notifications service collector collects the delivery status information. A notifications service calculator determines an end user notification preference score for each of the one or more end user notification receiving devices using the delivery status information.

Abstract: Systems and methods are configured for receiving configuration data specifying a mapping for physical sidelink shared channel (PSSCH) or physical sidelink control channel (PSCCH) resource blocks to respective candidate physical sidelink feedback channel (PSFCH) resource blocks, the mapping specifying, for a PSSCH or PSCCH transmission, a set of candidate PSFCH resource blocks, the set of candidate PSFCH resource blocks including a common interlace resource block and a set of dedicated resource blocks for PSFCH transmissions; transmitting the PSSCH or PSCCH transmission; and receiving, based on the mapping, a PSFCH transmission from a user equipment (UE), the PSFCH transmission being transmitted using a PSFCH resource block of the set of candidate PSFCH resource blocks.