Abstract: A ram air turbine system of an aircraft includes a ram air turbine selectably movable between a stowed position and an extended position at an aircraft, and a retraction mechanism operably connected to the ram air turbine and configured to selectably move the ram air turbine from the extended position toward the stowed position. A stow panel is separate from the aircraft and is selectably connectible to the retraction mechanism. The stow panel is configured to signal the retraction mechanism to initiate movement of the ram air turbine from the extended position.

Abstract: Systems and methods are provided for an on-demand code execution service comprising a set of computing devices for on-demand execution of function code while continuing to facilitate executing long-running background processes. A subset of resources may be initialized based, at least in part, on the application configuration data including at least a request-response process, a background process, and a lesser set of computing resources for the background process. After the execution of the background process has begun, a first request may be received. The on-demand code execution service may increase computing resources to a larger set of computing resources to generate a first response to the first request. The first response may then be provided to an external set of computing resources. After determining that the queue contains no additional requests, the on-demand code execution service may decrease the level of computing resources to the lesser set of computing resources.

Abstract: In a system on a chip (SoC), clock selection circuitry provides a selected one of a first or second clock signal as an output clock based on at least one of a first flag and a second flag. This output clock is provided as a reference clock to one or more phase locked loops (PLLs) of the SoC. The SoC includes a first clock path which receives a first oscillating signal from a first clock source external to the SoC to generate the first clock signal, and a second clock path which receives a second oscillating signal from a second clock source external to the SoC to generate the second clock signal. A first glitch monitor asserts the first flag when a glitch is detected in the first oscillating signal, and a second glitch monitor configured asserts the second flag when a glitch is detected in the second oscillating signal.

Abstract: Systems and methods for providing various Human Resources (HR) services to a company are provided. A method, according to one implementation, includes the step of monitoring employment policies and updates thereto, the employment policies representing employment laws, rules, and/or regulations applicable to each of a plurality of jurisdictions (e.g., countries, states, provinces, etc.). The method also includes the step of displaying multiple options and fields on one or more screens of a User Interface (UI) of a remote user device allowing a user to enter information defining a job to be executed by a job candidate or new employee. Also, the method includes the step of detecting whether the information entered by the user complies with the employment policies.

Abstract: A mobile device operates as an intermediary between a remote electronic device and an external content presentation device. A cloud computing device executes on the remote electronic device and a cloud computer interface is transmitted (e.g., streamed) to the external content presentation device via the mobile device. The location of the mobile device is monitored and if the mobile device is moved at least a threshold amount (e.g., away from an initial location of the mobile device or the external content presentation device), the mobile device locks the cloud computing device, such as by ceasing transmitting the cloud computer interface to the external content presentation device and ceasing receiving (e.g., ignores or deletes) inputs from the external input devices.

Abstract: A method and system for modeling trust levels of drivers and modifying autonomous systems in real time in response to predicted trust levels. These modifications may be made by one or more systems, including an autonomous driving agent. An end-to-end attention network known as a Selective Windowing Attention Network (SWAN) learns directly from time-series data and assigns attention to critical areas.

Abstract: Methods, computing systems, and technology for using machine-learned techniques for determining a keyword for a web resource, and automating content presentation for the web resource. The system can receive, from a user device of a first content provider, a request associated with a web resource having a plurality of assets. Additionally, the system can determine, based on the plurality of assets, a first keyword associated with the web resource. Moreover, the system can determine, based on a first keyword cluster associated with the first keyword, the first keyword being associated with a first query cluster having a query performance metric. Furthermore, the system can process, using a machine-learned forecasting model, the first keyword and the first query cluster to generate a keyword performance metric for the first keyword. Subsequently, the system can perform an action based on the keyword performance metric associated with the first keyword.

Abstract: Systems, computer program products, and methods are described herein for a system for mapping and executing usage of multiple source elements for completion of a resource request. The present disclosure is configured to receive source element data related to at least two source elements, establish resource request parameters, determine an execution source element, and execute a resource transfer in response to the resource request using the execution source element.

Abstract: Techniques for side-channel and fault-injection detection in AES are described. In some examples, the detection mechanism includes substitution box (S-box) circuitry, including multiplicative inverse circuitry to receive a masked 8-bit input in Galois field, and to generate a corresponding 8-bit masked output in Galois field, wherein, when there has been no error in the generation of the 8-bit masked output, the 8-bit masked output is to be a multiplicative inverse of the 8-bit masked input; and inverse error detection circuitry to receive the 8-bit masked input and coupled with the S-box circuitry to receive the 8-bit masked output, the inverse error detection circuitry to detect whether an error has occurred in the generation of the 8-bit masked output based at least in part on whether the 8-bit masked output is the multiplicative inverse of the 8-bit masked input.

Abstract: Techniques for static instruction decoupling for data movement and computer are described. In some examples, hardware support at least includes a plurality of instruction queues to store instructions, wherein each instruction queue of the plurality of instruction queues is dedicated to a separate thread; a local memory to store instructions and/or data for a first thread; a scratchpad memory, coupled to the local memory, to store instructions and/or data for a second thread; and execution resources, coupled to the scratchpad memory, to execute one or more mathematic and/or logical instructions for a third thread.

Abstract: Examples include techniques for mixed word size multiplication to facilitate operations for relinearization associated with executing a fully homomorphic encryption (FHE) workload. Examples include use of precomputed base conversion factors and decomposing large words or digits to a data size that is equal to or smaller than a machine word size associated with a multiplier datapath to facilitate the operations for relinearization.

Abstract: In certain aspects, the disclosure provides multispecific binders (e.g., ActRIIA:T?RII heteromultimers comprising an ActRIIA polypeptide and a T?RII polypeptide). The disclosure further provides that such multispecific binders (e.g., ActRIIA:T?RII heteromultimer) may be used to treat various disorders or conditions.

Abstract: A multilayer integral geogrid, including one or more cellular layers, has a plurality of oriented multilayer strands interconnected by partially oriented multilayer junctions with an array of openings therein. The multilayer integral geogrid having one or more cellular layers is produced from a coextruded or laminated multilayer polymer starting sheet. The integral geogrid has a multilayer construction, with at least one outer layer thereof having the cellular structure. By virtue of the cellular layer structure, the multilayer integral geogrid provides for increased layer vertical compressibility under load, resulting in enhanced material properties that provide performance benefits to use of the multilayer integral geogrid to stabilize and strengthen soil, aggregates, or other particulate materials.

Abstract: Systems and methods for providing personalized answers to a user's query using a learned user vocabulary. A natural-language user interface (NLUI) application tracks input terms in user queries and generates responses that incorporate those input terms. The NLUI application may modify stored response templates or may modify a response generated based on stored response templates, by replacing a template term with an input term that has a common definition.

Abstract: A method, a network device, and a non-transitory computer-readable storage medium are described in relation to an application authorization service. The application authorization service may be performed at an end device and invoked responsive to the launching of an application. The application authorization service may include validating an application certificate associated with the application, validating an attestation value, and validating a token provided by the application. The application may provide a request that includes an application identifier and a token. The application may be granted access to a network or denied access depending on the outcome of the validation procedures. The granted access may include assignment of a network slice. The application certificate, a secured token, and a secured attestation value may be stored in a secure environment at the end device and used for validation procedures.

Abstract: A variety of methods/systems/apparatus/compositions are disclosed, including, in one embodiment, a downhole tool (for use in a borehole) having a mandrel, a sealing element including metal particles disposed about the mandrel, and a piston to move a containment component of the downhole tool in an axial direction to move the metal particles in the axial direction, thereby displacing the metal particles in a radial direction toward a borehole wall to expand the sealing element in the radial direction to form a seal between the downhole tool and the borehole wall.

Abstract: An apparatus including means for performing at least one reference signal carrier phase, RSCP, measurement for a signal, means for determining a coherence time, wherein coherence time is a time duration that an initial phase of the signal does not change beyond a threshold, means for determining, based on the determined coherence time, to provide at least one of the following to the network function: the at least one RSCP measurement or an indication of the determined coherence time and means for providing to a network function the determined at least one of the following: the at least one RSCP measurement or an indication of the determined coherence time.

Abstract: A computer-implemented method for automatically retraining a machine learning system, the method including: receiving a plurality of data objects, the plurality of data objects corresponding to information technology event data and representing an occurrence of an event; processing the plurality of data objects; evaluating whether to perform hyperparameter tuning of a first model of a first machine learning system based on characteristics of the plurality of data objects; training the first model of the first machine learning system based on the processed plurality of data objects; storing a retrained model of the first machine learning system.

Abstract: Systems and methods for processing inputs using attention neural networks. In particular, one or more of the attention layers within the attention neural network compute relative position biases using functional interpolation.

Abstract: A magnetoresistive random-access memory (MRAM) device includes a magnetoresistive tunnel junction (MTJ) device, an electrode, and a coupling layer. The MTJ device includes a free layer, a fixed layer, and a tunnel barrier layer positioned between the free layer and the fixed layer. The coupling layer is positioned between and coupling the electrode and the MTJ device. The coupling layer includes spin Hall channel (SHC) material. The free layer, the fixed layer, and the tunnel barrier layer are stacked in a first direction to form MTJ device. The electrode is nonaligned with the MTJ device such that the electrode is spaced away from the MTJ in a second direction that is different from the first direction.