Abstract: Implementations described herein relate to a cluster namespace for a memory device. In some implementations, a memory device may receive a cluster namespace instruction, from a host device, that instructs the memory device to create a cluster namespace using memory resources of the memory device that are spread across a plurality of namespaces of the memory device. The memory device may identify namespace storage information that indicates memory resources associated with a plurality of namespaces of the memory device. The memory device may create the cluster namespace based on creating a plurality of extents that respectively map sets of logical block address ranges from the plurality of namespaces to the cluster namespace.

Abstract: A method is described which included receiving (S1) a number of object images (IMn) of an object (1). Each object image (IMn) corresponds to a different view direction (n). The object images include first (IM1) and second (IM2) object images corresponding to first (n1) and second (n2) directions. The method also includes determining (S2) a mesh (20) corresponding to the target region (5) of the object (1) surface (2) based on a first subset (MESH) of the number of object images (IMn) which includes two or more object images (IMn) of the number of object images (IMn). The method also includes determining (S3) diffuse (DFUV) and specular (SPUV) maps corresponding to the target region (5) of the object (1) surface (2) based on processing a second subset (REFLECT) of the object images (IMn) using a deep learning neural network model trained to estimate diffuse (DFn) and specular (SPn) albedo components based on an input image (IMn).

Abstract: A reconfigurable microservice storage device system includes a computing device coupled to a plurality of storage devices that each include storage device compute hardware coupled to a storage subsystem that is configured to store data. The computing device configures the storage device compute hardware in each of a first subset of the plurality of storage devices to provide a respective first storage device operating system that includes a respective first storage device management microservice that manages the storage subsystem in that storage device. The computing device also configures the storage device compute hardware in each of a second subset of the plurality of storage devices to provide a respective second storage device operating system that includes a respective second storage device management microservice that manages the storage subsystem in that storage device, and at least one respective second compute microservice that performs at least one second compute operation.

Abstract: An autonomous compute storage device system includes an autonomous compute storage device signature/application provisioning system coupled to a storage device. The storage device retrieves an autonomous compute signature from the autonomous compute storage device signature/application provisioning system and, as part of a storage operation being performed in a storage subsystem in the storage device, stores data in a memory subsystem that is accessible to the storage device. If the storage device determines that the autonomous compute signature matches the data that was stored in the memory subsystem, it retrieves an autonomous compute application from the autonomous compute storage device signature/application provisioning system, and executes the autonomous compute application to perform compute operations that are associated with the data that was stored in the memory subsystem and generate at least one compute operation result.

Abstract: A method of interacting with an artificial-reality (AR) content at an AR headset that includes cameras and displays is described. The method includes, while the AR headset has a first position within a physical environment that includes an object, if a distance of the object is within a threshold collision distance from the AR headset, presenting a meshed representation of the object. The meshed representation is displayed at first respective locations on the displays such that the meshed representation is viewable within the artificial reality. After the AR headset moves to a second position with a different distance, and if the different distance is within the threshold collision distance from the AR headset, moving the meshed representation of the object to second respective locations within the artificial reality. The second respective locations correspond to the position of the object in the physical environment.

Abstract: Retrieval of material from vessel lumens can be improved by electrically enhancing attachment of the material to the removal device. The removal device can have a core assembly that includes a hypotube coupled to a first electrical terminal and a pushwire coupled to a second electrical terminal, the pushwire extending through the hypotube lumen. An insulating layer separates the hypotube and the pushwire, and an interventional element is coupled to a distal end of the pushwire. The interventional element can be disposed adjacent to a thrombus. An electrical signal is delivered to the interventional element to promote adhesion of the thrombus to the interventional element. The electrical signal can optionally be a periodic waveform, and the total energy delivered can be between 0.75-24,000 mJ and the peak current delivered via the electrical signal can be between 0.5-5 mA.

Abstract: Systems and methods are disclosed for advising a user when an energy storage device in a computing system needs charging. State of charge data of the energy storage device can be measured and stored at regular intervals. The historic state of charge data can be queried over a plurality of intervals and a state of charge curve generated that is representative of a user's charging habits over time. The state of charge curve can be used to generate a rate of charge histogram and an acceleration of charge histogram. These can be used to predict when a user will charge next, and whether the energy storage device will have an amount of energy below a predetermined threshold amount before the next predicted charging time. A first device can determine when a second device typically charges and whether the energy storage device in the second device will have an amount of energy below the predetermined threshold amount before the next predicted charge time for the second device.

Abstract: Techniques described herein relate to a method for performing state management services for composed information handling systems. The method includes determining that at least one control resource set is not associated with a distributed state storage system; instantiating the distributed state storage system using first additional computing resources; registering the at least one control resource set with the distributed state storage system; preparing the at least one control resource set to perform a first portion of the state management services using the distributed state storage system; determining that the at least one control resource set is not associated with an audit storage; instantiating the audit storage using second additional computing resources; registering the at least one control resource set with the audit storage; and preparing the at least one control resource set to perform a second portion of the state management services using the audit storage.

Abstract: A vehicular control system includes a first electronic control unit (ECU) and a second ECU disposed at a vehicle. The first and second ECUs are in digital communication with one another via a communication link. The first ECU transmits a first frame to the second ECU, which, responsive to receiving the first frame from the first ECU, transmits a second frame to the first ECU. The first ECU, responsive to receiving the second frame from the second ECU, determines a propagation delay based on an amount of time between when the first ECU transmitted the first frame to the second ECU and when the first ECU received the second frame from the second ECU. The first ECU, responsive to determining the propagation delay, transmits a time synchronization frame to the second ECU that is based at least in part on the determined propagation delay.

Abstract: A zoned namespace storage device system includes a zoned namespace storage device coupled to a computing device. The zoned namespace storage device includes a zoned namespace storage subsystem that is configured to store data, and storage device compute hardware that is coupled to the zoned namespace storage subsystem and that is configured to provide a storage device operating system that includes a storage device management microservice. The storage device management microservice presents a non-zone storage service to a host subsystem in the computing device and receives, via the non-zone storage service presented to the host subsystem, a storage command from the host subsystem that is associated with a storage operation. The storage device management microservice then utilizes a zone storage service presented to the storage device management microservice by the zoned namespace storage subsystem to perform the storage operation on the zoned namespace storage subsystem.

Abstract: Disclosed are various examples of intelligent provisioning management. In some examples, device configuration signatures are received for a group of client devices. A user interface shows at least one of a recommended configuration with a recommended set of hardware components, a recommended hardware specification, a recommended set of applications, and a recommended set of firmware based on a superset of firmware identified from the device configuration signatures. A request to configure a client device according to the recommendation is transmitted.

Abstract: Disclosed is a method for identifying and monitoring a shopping behavior in a user. The method includes capturing images from a depth camera mounted on a shelf unit, identifying a user from the captured image, identifying joints of the identified user by performing a deep neural network (DNN) body joint detection on the captured images; detecting and tracking actions of the identified user over a first time period; tracking an object from the bins over a second time period by associating the object with one or more joints among the identified joints that have entered the bins within the shelf unit, and determining an action of the identified user based at least in part on the associated object with the one or more joints and results from the deep learning identification on the bounding box.

Abstract: The techniques described herein relate to methods, apparatus, and computer readable media configured to determine a current data transmission sequence number for a next packet in a communication session with a remote computing device. An interruption in the communication session is detected. Checkpointed data for the communication session is determined that is indicative of a previous sequence number used for a previous packet sent to the remote computing device. A resolution procedure is performed to determine the current data transmission sequence number for the next packet in the communication session, including determining an estimated next sequence number for transmitting data in the communication session based on the checkpointed data, transmitting a first packet to the remote computing device, receiving a second packet from the remote computing device that has an associated sequence number, and determining the current sequence number for the next packet in the communication session.

Abstract: Some embodiments provide a method for automatically configuring VPN gateways. The method receives a first configuration for a first VPN gateway located at a first datacenter. The configuration includes configuration data for a first set of VPNs connecting a first set of networks at the first datacenter to other networks at other datacenters. The method automatically modifies the configuration data to generate a second configuration for a second VPN gateway. The method configures the second VPN gateway using the second configuration to setup a second set of VPNs connecting a second set of networks to the other networks at the other datacenters.

Abstract: An example medical device includes a device housing configured to be implantable within a patient, the device housing including an internal surface in contact with a voltaic cell of the battery, and a battery external to the device housing and comprising a battery housing configured to be hermetically sealed. The battery is configured to provide electrical power to an electrical component housed within the device housing, and the battery housing is configured to be attached to the device housing. The battery housing includes an internal surface in contact with a voltaic cell of the battery, and an external surface in contact with the biocompatible electrical insulator. an external surface in contact with the biocompatible electrical insulator.

Abstract: Provided are highly conserved antigens and epitopes of SARS-CoV-2 that can be used in vaccines and to produce bindings proteins (e.g.

Abstract: A bimetallic faceplate for substrate processing is provided including a plate having a plurality of gas distribution holes and formed of a first metal having a first coefficient of thermal expansion, the plate having at least one groove around a center of the plate and spaced from the center of the plate; and a metallic element disposed in the at least one groove and fixed to the plate in the at least one groove, the metallic element having a second coefficient of thermal expansion different from the first coefficient of thermal expansion, the metallic element being symmetrically arranged on or in the plate. A chamber for substrate processing is provided that includes a bimetallic faceplate. Also, a method of making a bimetallic faceplate is provided.

Abstract: The present invention provides a lighting fixture comprising a combination of LEDs capable of radiating in the visible wavelengths or UV wavelengths and a reflector to obtain a particular beam angle of light/radiation, features/design of which provides safe levels of UV radiation over a period of time to promote vitamin D production upon contact with exposed skin surface. The lighting fixture of the present invention is particularly suitable for indoor areas such as office spaces, where people spend anywhere from 6-10 hours without exposure to sun, which is a major source of radiation for vitamin D production in the body. The lighting fixture of the present invention addresses the issue of chronic/endemic vitamin D deficiency in the Indian population and provides a cheap, effective and safe way to obtain daily vitamin D dosage and its health benefits.

Abstract: A method of balancing a dataset for a machine learning model includes identifying confusing classes of few-shot classes for a machine learning model during validation. One of the confusing classes and an image from one of the few-shot classes are selected. An image perturbation is computed such that the selected image is classified as the selected confusing class. The selected image is modified with the computed perturbation. The modified selected image is added to a batch for training the machine learning model.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods that generate a dynamic cross-platform ask interface and utilize a cross-platform language processing model to provide platform-specific, contextually based responses to natural language digital text queries. In particular, in one or more embodiments, the disclosed systems utilize machine learning models to extract registered intents from digital text queries to identify platform-specific configurations associated with the registered intents. Utilizing the platform-specific configurations, the disclosed systems can generate tailored platform-specific requests for information, as well as customized end-user search results that cause client devices to efficiently, accurately, and flexibly render platform-specific search results.