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: 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: 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: 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: 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: 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: 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 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 receive a firmware update image associated with the firmware device, determine that the firmware update image possesses a critical sub-image portion, and schedule a firmware update to be performed in the future on the firmware device using the one firmware update image. The firmware update image conforms to a Platform Level Data Model (PLDM) protocol that is configured to perform rebootless firmware updates.

Abstract: Systems and techniques are provided for accelerated ray tracing. For instance, a process can include obtaining a hierarchical acceleration data structure that includes a plurality of primitives of a scene object and obtaining a respective information value associated with each primitive included in the plurality of primitives. A sort order can be determined for two or more nodes included in a same level of the hierarchical acceleration data structure at least in part by sorting the two or more nodes based on a respective sorting parameter value determined for each respective node of the two or more nodes. Each respective sorting parameter value can be determined based on at least one information value associated with one or more primitives included in a sub-tree of each respective node of the two or more nodes. The hierarchical acceleration data structure can be traversed using the sort order.

Abstract: Methods and systems and computer-readable media are provided for dual optimization of pick walk and tote fill rates in order picking. Embodiments provide improved order picking speed and quality by optimizing pick routing with consideration of both proximity constraints and tote value constraints. Tote value constraints can include constraints on carrying capacity, volume, size in a particular dimension, or weight capacity.

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 receive a firmware update image associated with the storage unit, receive an indication that the storage unit requires a reboot of the IHS, and when the storage unit is experiencing minimal I/O usage, reset the storage unit using the firmware update image. The firmware update image is configured to perform rebootless firmware updates on the storage unit.

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: 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.

Abstract: A system includes a transformer, a first controller, a discharge circuit to discharge an external capacitor based on an undervoltage threshold, and a second controller. The second controller is coupled to the discharge circuit, and is also coupled to receive a rectified Ac voltage and to receive control signals from the first controller. The second controller includes a gate driver to turn on a primary field effect transistor (FET). The second controller also includes a startup controller coupled to the gate driver. The startup controller is configured to increase a duty cycle of the primary FET based on whether a control signal is received from the first controller. The startup controller is also configured to determine a current duty cycle of the primary FET and to turn off the primary FET based on whether the voltage of the AC-DC converter is above an undervoltage threshold.

Abstract: Certain embodiments described herein relate to an improved disk usage growth prediction system. In some embodiments, one or more components in an information management system can determine usage status data of a given storage device, perform a validation check on the usage status data using multiple prediction models, compare validation results of the multiple prediction models to identify the best performing prediction model, generate a disk usage growth prediction using the identified prediction model, and adjust the available space of the storage device according to the disk usage growth prediction.

Abstract: Embodiments of the present disclosure are directed to multilayer silo bags that may include a tube comprising at least two layers, a first open end, a second open end, and a first region and a second region disposed between the first and second end. One or more of the at least three layers may comprise an ethylene/alpha-olefin interpolymer having a density of 0.90 g/cc to 0.965 g/cc and an I2 of 0.1 to 6.0 g/10 minutes, a low density ethylene-based polymer having a density of 0.917 g/cc to 0.935 g/cc and an I2 of 0.1 to 2.0 g/10 minutes, or combinations thereof. The first region may have a thickness of at least 10% greater than a thickness of the second region. The first region may have a surface area that is at least 50% of an overall surface area of the multilayer silo bag.

Abstract: The present invention relates to nimbolide analogs useful as anti-cancer agents and preparation thereof. Particularly the present invention relates to nimbolide analogs of general formula I. wherein, ring M is any ring selected from the group consisting of substituted or unsubstituted aryl, heteroaryl, cycloalkyl and heterocyclic; A and B are selected from the group consisting of C, O, N, S and H; R1, R2, R3, R4, R5 and R6 are selected from the group consisting of C1-C6 alkyl, aryl, heteroaryl, C1-C7 cycloalkyl, heteroalkyl, hydrogen, hydroxy, alkoxy, nitro, halogen, amino, alkylamino, aryl amino and cyano; wherein each of these groups may be further substituted with one or more substituents selected from the group consisting of hydrogen, hydroxy, halogen, cyano, alkyl amino, aryl amino, alkoxy, amino, nitro, aldehyde, carboxylic acid and ester.

Abstract: This disclosure relates generally to Synthetic Aperture Radar (SAR) reconstruction and finds wide application in remote sensing. Conventional approaches either involve huge computational requirement for processing or require specialized hardware along with many additional Radio Frequency (RF) components. The present disclosure provides two approaches for temporally sampling a received pulse compressed signal at two sub-sampling factors, wherein both methods involve frugal hardware implementation. Reconstruction approach of the art is based on the principle of difference ruler and is not suitable for SAR image reconstruction due to the large measurements and image dimensions. In accordance with the present disclosure, the reconstruction problem is framed as an inverse imaging problem by suitably using a forward model and employing an approach like Alternating Direction Method of Multipliers (ADMM) for solving this model which allows use of readily available Plug and Play (PnP) priors.