Abstract: A three-dimensional (3D) metal object manufacturing apparatus is operated to compensate for surface deviations of overhanging features differently than for non-overhanging features. The compensation technique used for the overhanging features depends on whether an edge of the overhanging feature being formed in a next layer has curved or sharp corners.

Abstract: An image of at least a portion of a user during enrollment to a biometric identification system is acquired and processed with a first model to determine a first embedding that is representative of features in that image in a first embedding space. The first embedding may be stored for later comparison to identify the user, while the image is not stored. A second model that uses a second embedding space may be later developed. A transformer is trained to accept as input an embedding from the first model and produce as output an embedding consistent with the second embedding space. The previously stored first embedding may be converted to a second embedding in a second embedding space using the transformer. As a result, new embedding models may be implemented without requiring storage of user images for later reprocessing with the new models or requiring re-enrollment by users.

Abstract: A core set of nodes of a graph representing a network of devices is identified, a node of the graph representing a device in the network of devices, an edge of the graph representing an ability to transmit data between two devices represented by corresponding nodes of the graph. A device represented by a node more than one hop from any node in the core set of nodes of the graph is removed from the network of devices, the removing resulting in a validated network of devices. Using a number of devices in the validated network of devices, a number of security keys in use in the validated network is validated. A device in the validated network is caused to perform a task.

Abstract: Servers at a data center having similar hardware configurations are grouped together; a leader server is determined from members of the group. A remote network management console discovers the leader without necessarily discovering each particular server and provides a firmware update to only the leader via a communication network over which the systems management console/application and the group of servers can communicate. The leader receives the firmware update and distributes the update to the other group members. In a cluster environment where servers of a group are substantially identical to one another, a leader of the cluster may use a discovery protocol to determine a catalog of current firmware versions of cluster members and their respective peripherals. Based on the catalog, the systems management console/application determines a custom firmware update that will normalize each member of the cluster to one another and forwards the custom update to the cluster leader.

Abstract: Examples are directed to systems and methods that cause a first user interface having an input field that receives a search query to be displayed. A search query having an attribute of a first entity is received at the input field. Data records are searched for a second entity using the attribute when the search query is received. A second user interface is displayed that has a data record for the second entity. The data record lists the attribute and an additional attribute of the second entity. The second user interface has a drill down user interface that lists the attribute and the additional attribute. The attribute and the additional attribute are selectable to reconfigure the second user interface. The second user interface has a selectable option to create a new data record where the option corresponds to an indication that the first entity is different from the second entity.

Abstract: Methods and apparatus for PASID-based routing extension for Scalable IOV systems. The system may include a Central Processing Unit (CPU) operatively coupled to a scalable Input/Output Virtualization (IOV) device via an in-line device such as a smart controller or accelerator. A Control Process Address Space Identifier (C-PASID) associated with a first memory space is implemented in an Assignable Device Interface (ADI) for the IOV device. The ADI also implements a Data PASID (D-PASID) associated with a second memory space in which data are stored. The C-PASID is used to fetch a descriptor in the first memory space and the D-PASID is employed to fetch data in the second memory space. A hub embedded on the in-line device or implemented as a discrete device is used to steer memory access requests and/or fetches to the CPU or to the in-line device using the C-PASID and D-PASID.

Abstract: Disclosed here are systems and methods for providing an integrated retail platform. The systems and methods can include receiving, by a computing device comprising a processor, a configuration data for a plurality of service terminals. The systems and methods can include computing device receiving updated configuration data for the plurality of service terminals. The computing device can transmit the updated configuration data to the plurality of service terminals.

Abstract: Described herein are methods, systems, and apparatuses for storage analysis and management using computer vision techniques. An imaging device may capture a series of images of a plurality of containers. The series of images may be analyzed by a classification model to determine a current capacity of each container. When the classification model determines that a current capacity of a container(s) satisfies a threshold(s), at least one remedial action may be performed.

Abstract: One example provides a method for authenticating a computing device received from a manufacturer, the method including establishing a secured connection with the computing device, receiving, from the computing device, a first set of security artifacts, and retrieving, from a secure cloud storage location, a second set of security artifacts, the second set of security artifacts including the EK public key and the PCR values for the computing device obtained during manufacturing. The method further comprises, when the first set of security artifacts matches the second set of security artifacts, then verifying the computing device as trusted and permitting communication between the computing device and a secured computing environment, and when the first set of security artifacts does not match the second set of security artifacts, then not verifying the computing device as trusted and not permitting communication between the computing device and the secured computing environment.

Abstract: SRAM cells are connected in columns by bit lines and connected in rows by first and second word lines coupled to first and second data storage sides of the SRAM cells. First the first word lines are actuated in parallel and then next the second word lines are actuated in parallel in first and second phases, respectively, of an in-memory compute operation. Bit line voltages in the first and second phases are processed to generate an in-memory compute operation decision. A low supply node reference voltage for the SRAM cells is selectively modulated between a ground voltage and a negative voltage. The first data storage side receives the negative voltage and the second data storage side receives the ground voltage during the second phase. Conversely, the second data storage side receives the negative voltage and the first data storage side receives the ground voltage during the first phase.

Abstract: Aspects directed towards initializing sequence generators to facilitate sidelink communications are disclosed. In one example, a type associated with a sidelink communication is determined. A sequence generator is then initialized with a seed in which the seed is based on the type associated with the sidelink communication. The sequence generator is then utilized to facilitate transmitting at least a portion of the sidelink communication.

Abstract: Versions of an application are managed by receiving a request for a version of an application, retrieving, responsive to the received request, a version of a master application component based at least in part on version data that associates a version of the master application component with the version of the application, retrieving a relationship operable to relate the version of the master application component with a corresponding version of a first component on which the master application component depends for a function of the application, retrieving the corresponding version of the first component, responsive to the retrieving of the relationship, assembling the version of the application based at least in part on the retrieved version of the master component, the retrieved relationship, and the retrieved first component, and providing for an execution of the assembled version of the application.

Abstract: Systems and methods are described herein for generating compliance indicators on a user interface corresponding to maturity levels of a continuous integration/continuous deployment system. A server captures compliance data corresponding to development status associated with a software application comprising newly-added source code. The server determines whether a plurality of maturity levels of a continuous integration system are completed for the software application based upon the captured compliance data. The server generates a plurality of compliance indicators, each of the compliance indicators corresponding to one of the maturity levels that is completed. The server generates for display the generated compliance indicators on a user interface of a user device communicatively coupled to the server.

Abstract: A system architecture for running a second network to support a seamless transition of a transaction request in response to a detection of a connection failure at a first network is provided. The system architecture may include a mobile application running on a mobile device for transmitting the transaction request to the first network and attempting to establish an electronic connection with the first network. The system architecture may also include a LoRa sensor embedded on the mobile device configured to, when the attempt to establish the electronic connection with the first network fails, transmit the transaction request to the second network. The second network may be a low-range wide area network (“LoRaWAN”). The system architecture may also include a LoRaWAN gateway(s) configured to receive the transaction request and transmit the transaction request to a network server operating as a bridge between the LoRaWAN gateway(s) and an entity network.

Abstract: Disclosed herein are pharmaceutical compositions in the form of a suspension for oral delivery. Some embodiments provide a pharmaceutical composition in the form of a suspension for oral delivery comprising an anti-cancer active pharmaceutical ingredient; water; a suspending agent; a buffering agent; and one or more of a wetting agent and a binder/filler. In some embodiments, the anti-cancer active pharmaceutical ingredient is selected from ibrutinib, nilotinib, dasatinib, sunitinib, sorafenib, erlotinib, and capecitabine.

Abstract: A base station may precode a first reference signal using a first precoder (P1) and at least one second reference signal using at least one second precoder (P2). At least two UEs may measure the first reference signal and the at least one second reference signal, and transmit channel state feedback based on the measuring (m11 and m12 for a first UE, and m21 and m22 for a second UE). The channel state feedback may comprise channel state information compressed by at least one neural network. The base station may derive a higher-level precoder (W) for multiple-input multiple-output (MIMO) downlink transmission to the at least two UEs.

Abstract: The present disclosure relates to techniques for using variant inconsistency attack (VIA) as a simple and effective adversarial attack method to create useful adversarial examples for adversarial training of machine-learning models. In one particular aspect, a method is provided that includes obtaining a set of input examples for attacking a machine-learning model (the set of examples do not have corresponding labels), modifying an example from the set of examples in a utility preserving manner to generate a pair of modified examples, attacking the machine-learning model with the pair of modified examples in order generate a pair of predictions for the pair of modified examples, comparing the pair of predictions to determine whether the pair of predictions are the same or different, and in response to the pair of predictions being different, adding the pair of modified examples to a set of adversarial examples.

Abstract: Implementations disclosed herein generally relate to systems and methods of protecting a substrate support in a process chamber from cleaning fluid during a cleaning process. The method of cleaning the process chamber includes positioning in the process chamber a cover substrate above a substrate support and a process kit that separates a purge volume from a process volume. The method of cleaning includes flowing a purge gas in the purge volume to protect the substrate support and flowing a cleaning fluid to a process volume above the cover substrate, flowing the cleaning fluid in the process volume to an outer flow path, and to an exhaust outlet in the chamber body. The purge volume is maintained at a positive pressure with respect to the process volume to block the cleaning fluid from the purge volume.

Abstract: A combustor for a gas turbine engine, the gas turbine engine defining a longitudinal centerline extending in a longitudinal direction, a radial direction extending orthogonally outward from the longitudinal centerline, and a circumferential direction extending concentrically around the longitudinal centerline, the combustor including: a forward liner segment; and an aft liner segment disposed downstream from the forward liner segment relative to a direction of flow through the combustor, the forward and aft liner segments at least partially defining a combustion chamber, wherein the forward and aft liner segments are coupled together at a moveable interface.

Abstract: In one aspect, an example methodology implementing the disclosed techniques includes, by a computing device, determining a source platform code for migration from a source platform to a target platform and determining one or more attributes of the source platform code. The method also includes determining, using a machine learning (ML) model, one or more existing templates based on the one or more attributes of the source platform code, and recommending the one or more existing templates for use in generating a template for migration of the source platform code to the target platform. The template for the source platform code is configured to convert the source platform code to a target platform code suitable for the target platform. The one or more existing template can then be used to generate a template for migrating the source platform code to a target platform code suitable for the target platform.