Abstract: The present application relates to devices and components including apparatuses, systems, and methods for technologies for packet framing for application data unit transmission in wireless networks.

Abstract: Embodiments herein disclose methods and devices for managing data traffic on a receiver. A method disclosed herein includes detecting, by a receiver, at least one out of order radio link control (RLC) protocol data unit (PDU) in a plurality of RLC PDUs received from a transmitter, performing, by the receiver, a recovery action based on a Packet Data Convergence Protocol (PDCP) reordering time to recover the at least one out of order RLC PDU; and causing, by the receiver, an RLC layer to send a plurality of RLC service data units (SDUs) to a higher layer after the performing the recovery action, the plurality of RLC SDUs corresponding to the plurality of RLC PDUs.

Abstract: Embodiments of the invention are directed to a system, method, or computer program product for cross-channel network security with tiered adaptive mitigation operations. In this regard, the invention is structured for dynamic detection of security events associated with network devices and resources, and triggering real-time mitigation operations across a plurality of resource channels. The invention provides a novel method for employing activity data to construct and implement mitigation actions for de-escalating authorization tiers that are adapted to the specific attributes of the activity data, in order to prevent security exposure associated with the activity. Another aspect of the invention is directed to determining whether to continue the tiered adaptive mitigation actions and/or trigger a security proceed signal.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive downlink control information (DCI) that includes an indication of a null resource element pattern. The null resource element pattern may be indicated in the DCI using: a value of an antenna port field that also indicates one or more demodulation reference signal (DMRS) ports for the UE and a number of DMRS code-division multiplexing groups without data, or one or more zero power downlink reference signals. The UE may perform one or more demodulation interference measurements based at least in part on the null resource element pattern. The UE may demodulate a downlink communication based at least in part on performing the one or more demodulation interference measurements. Numerous other aspects are provided.

Abstract: A battery-charging system configured to charge a battery of a device to a nominal voltage includes a load-detection circuit, memory storing controller-executable instructions, and a controller configured to execute the instructions, which cause the controller to detect a load coupled to the battery above a first threshold load using the load-detection circuit, and control the battery-charging circuit to charge the battery to a high voltage in response to detecting the load above the first threshold load, wherein the high voltage is above the nominal voltage. The controller can be configured to execute other instructions, such as outputting a notification that the battery is being charged to a high voltage and/or controlling the battery-charging circuit to discharge the battery in response to detecting a reduced load or a user command.

Abstract: Computer implemented method, systems, and computer program products include program code executing on a processor(s) that determines that a user has purchased a product. The program code classifies, with at least one trained algorithm, the product into a product type classification. The program code implements one or more trigger events; based on each trigger event occurring, the processor(s) generates and transmits an inquiry to the user. The program code determines that a trigger event has occurred. The program code generates the inquiry, obtains responsive feedback, and generates a product review.

Abstract: A reference optical image of a die is determined based on a design file with a deep convolutional neural network for image-to-image translation. The reference optical image is subtracted from the target image thereby generating a difference image. After applying a care area mask, the difference image can be binarized. The resulting binarized defective image can be used for optical inspection.

Abstract: The present invention relates to a method for facilitating a human-machine conversation for responding to a user query received from a user. The method includes determining at least one of a category and a context of the user query and implementing a first model and a second model for responding to the user query. The second model is triggered when the first model is unable to respond to the user query. The method further includes configuring one or more crawlers for accessing corresponding one or more databases of a plurality of databases for retrieving the relevant information and generating a second model. The method also includes enabling the second model to present the relevant information to the user based on the second model score. The second model updates the first model with the relevant information and its corresponding second model score.

Abstract: A parallel presentation system includes computer hardware including a parallel presentation platform (PPP) connected to an extended reality (XR) system associated with a user. The computer hardware is configured to perform the following operations. A lookup point associated with the user is identified by the PPP. The PPP determines that the user has shifted focus from a first data stream to a second data stream. A shift time associated with the shift along with an identification of the first data stream is stored by the PPP in association with the user. A summarization of the first data stream is generated using a summarization engine of the PPP and the summarization is based upon the shift time and the lookup point. The summarization is forwarded by the PPP to the XR system. Information regarding the summarization is configured to be parallel-presented by the XR system associated with the user.

Abstract: Methods, systems, and devices for wireless communications are described. A configuration for a reference signal used to determine a non-linear behavior of transmission components at a transmitting device may be determined. The configuration for the reference signal may be determined based on signaling transmitted by the transmitting device, signaling transmitted by a device that receives the reference signal, or both. Additionally, or alternatively, the configuration for the reference signal may be determined based on a configuration of other signals transmitted by the transmitting device prior to or concurrently with the transmission of the reference signal. The determined configuration may be used to generate and transmit the reference signal or to determine a configuration of a received reference signal. In both cases, a non-linear response of transmission components at the transmitting device may be determined based on the reference signal.

Abstract: Systems and methods include a remote access controller of an IHS (Information Handling System) that provides remote management of the IHS. The remote access controller initiates an update of firmware used to operate a hardware component of the IHS by transmitting a firmware image to the hardware component via a first signaling pathway connecting the remote access controller to the hardware component. The remote access controller detects a failure in transmission of the firmware image to the hardware component via the first signaling pathway and identifies a second signaling pathway connecting the remote access controller to the hardware component. The remote access controller resumes transmission of the firmware image to the hardware component via the second signaling pathway and the firmware used to operate the hardware component is updated using the transmitted firmware image.

Abstract: Systems and methods provide multi-modal based updates to firmware utilized by a hardware component of an IHS (Information Handling System), where the firmware updates are managed by a remote access controller of the IHS that provides remote management of the hardware component. The remote access controller receives a notification of an update to an agreement for utilization of the hardware component, where the agreement indicates firmware modes authorized for use by the hardware component. Firmware modes are identified that are locally stored by the hardware component. Any firmware modes are identified that are authorized for use by the hardware component based on the updated first agreement and that are not locally stored by the hardware component, and the identified firmware modes are retrieved for local storage by the hardware component. In this manner, firmware utilized in an IHS remains consistent with applicable service agreements.

Abstract: Embodiments of systems and methods to provide a firmware update to multiple storage units configured with different interfaces in an Information Handling System (IHS) are disclosed. In an illustrative, non-limiting embodiment, an IHS may include computer-executable instructions to receive a firmware update image associated with the storage units, and for each of the storage units, identify an update profile based on the type of interface associated with the storage unit, the interface configured to provide communication between the storage unit and the IHS, and perform a firmware update on the storage unit according to the update profile.

Abstract: In various embodiments, a remote access controller supporting remote management of an Information Handling System (IHS). The remote access controller receives a first firmware image comprising first firmware for a first hardware component of the IHS. A personality of the first firmware is determined and at least a portion of the first firmware is stored to a first region of a persistent storage of the first hardware component, where the first region is designated as storing firmware for adapting the first hardware component to the first personality. In response to a detected reconfiguration of the IHS, the remote access controller generates a notification of the first firmware that is stored by the first hardware component and that is usable to adapt operation of the first hardware component to the first personality.

Abstract: Embodiments of systems and methods to provide a firmware update to devices configured in a redundant configuration in an Information Handling System (IHS) are disclosed. In an illustrative, non-limiting embodiment, an IHS may include first and second Remote Access Controllers (RACs) that each includes computer-executable instructions to receive, by the first RAC, a firmware update image associated with the firmware device, and commence transfer of the firmware update image to the firmware device to perform a firmware update on the firmware device using an update mode that restricts another update request to the firmware device until the first RAC finishes or cancels the firmware update. When the transfer is halted prior to completion, the program instructions cause the second RAC to determine where the firmware update image transfer was halted, and commence transferring the remainder of the firmware update image that has not yet been transferred to the firmware device.

Abstract: Embodiments of systems and methods to provide a firmware update to multiple storage units configured in a redundant configuration in an Information Handling System (IHS) are disclosed. In an illustrative, non-limiting embodiment, an IHS may include computer-executable instructions to receive a firmware update image associated with multiple devices configured in the IHS, identify two or more of the devices that are configured in a redundant configuration relative to one another, and perform the firmware update sequentially on the two or more devices.

Abstract: Systems and methods provide multi-channel transmission of a firmware image to a hardware component of an IHS (Information Handling System), where the firmware image is transmitted by a remote access controller of the IHS that supports remote management of the IHS. Upon a firmware being initiated, the remote access controller determines an available bandwidth of a first signaling pathway of the hardware component and also determines an available bandwidth of a second signaling pathway of the hardware component. One portion of the firmware image is transmitted to the hardware component using the first signaling pathway, where a size of that portion is selected based on the available bandwidth of the first signaling pathway. Another portion of the firmware image is transmitted to the hardware component using the second signaling pathway, where a size of that portion is selected based on the available bandwidth of the second signaling pathway.

Abstract: Model-based image reconstruction (MBIR) methods using convolutional neural networks (CNNs) as priors have demonstrated superior image quality and robustness compared to conventional methods. Studies have explored MBIR combined with supervised and unsupervised denoising techniques for image reconstruction in magnetic resonance imaging (MRI) and positron emission tomography (PET). Unsupervised methods like the deep image prior (DIP) have shown promising results and are less prone to hallucinations. However, since the noisy image is used as a reference, strategies to prevent overfitting are unclear. Recently, Bayesian DIP (BDIP) networks that model uncertainty tend to prevent overfitting without requiring early stopping. However, BDIP has not been studied with data-fidelity term for image reconstruction. Present disclosure provides systems and method that implement a MBIR framework with a modified BDIP.

Abstract: Embodiments of systems and methods to provide a firmware update to devices configured in a redundant configuration in an Information Handling System (IHS) are disclosed. In an illustrative, non-limiting embodiment, an IHS may include computer-executable instructions to send, to a server, a request to perform a firmware update on the firmware device, and receive, from the server, information associated with a plurality of firmware update images that are available for use with the firmware device and a score associated with each firmware update image. The score is indicative of how well its associated firmware update image functioned with each of a plurality of previous firmware updates on other firmware devices. Using the score, the instructions may select one firmware update image, and perform a firmware update on the firmware device using the one firmware update image.

Abstract: Embodiments of systems and methods to identify and remediate performance degradation during firmware update in a cluster environment are described. In an illustrative, non-limiting embodiment, an IHS may include computer-executable instructions to receive a request to perform a firmware update on a plurality of computing devices of a computing cluster, obtain an inventory of the computing cluster, and determine a scheduling sequence for updating the computing devices so that the performance of the cluster is optimally maintained. The instructions may then perform the firmware update on each of the computing devices according to the determined scheduling sequence.