Abstract: Embodiments of the present disclosure provide techniques for deduplicating files during internal stage replication using a directory table of the replicated internal stage that is modified as a cache for storing and retrieving original file-level metadata for the replicated files. An initial list of candidate files for loading from the internal stage to a table of the target deployment is prepared based on the files listed in the internal stage, and refined using a directory table lookup. If there is any inconsistency between the files registered in the directory table and the files listed in the internal stage, the target deployment will inspect the user-defined file-level metadata to obtain original file-level metadata for each file that is present in the internal stage but not in the directory table. This information may be used during deduplication to ensure that no duplicate files are loaded.

Abstract: Techniques are disclosed for using neural network architectures to estimate predictive uncertainty measures, which quantify how much trust should be placed in the deep neural network (DNN) results. The techniques include measuring reliable uncertainty scores for a neural network, which are widely used in perception and decision-making tasks in automated driving. The uncertainty measurements are made with respect to both model uncertainty and data uncertainty, and may implement Bayesian neural networks or other types of neural networks.

Abstract: In some embodiments, in connection with a user input of a user, a set of selective parameters to be configured by the user for a structured data query may be determined. As an example, the set of selective parameters may be a first set of selective parameters for the structured data query in response to the set of permissions being a first set of permissions. As another example, the set of selective parameters may be a second set of selective parameters different from the first set of selective parameters in response to the set of permissions being a second set of permissions. One or more input fields for configuring one or more selective parameters of the set of selective parameters may be generated for display, and an executable data query may be generated based on configuration information (related to the selective parameters) that is obtained via the input fields.

Abstract: A magnetic random access memory (MRAM) stack, a method of fabricating a MRAM stack, a MRAM array, a computer system, and an MRAM device. The MRAM stack includes a first magnetic layer including a Heusler compound. The MRAM stack also includes one or more seed layers including a multi-layer templating structure that includes a crystalline structure configured to template the Heusler compound and enhance a tunnel magnetoresistance (TMR) of the MRAM stack. The first magnetic layer is formed over the multi-layer templating structure. The multi-layer templating structure includes a layer of a first binary alloy including tungsten-aluminum (WAl), and a layer of a second binary alloy having a cesium-chloride (CsCl) structure. The second binary alloy overlays the first binary alloy.

Abstract: A method for performing an inference includes: detecting a context among at least one context associated with at least one application; triggering a model execution command to a smart agent of an electronic device, based on the detected context; loading a machine learning (ML) model into a secure storage of the electronic device, based on the detected context and the triggered model execution command; generating, using the loaded ML model, an inference, based on data associated with the detected context; and sharing the generated inference with each application of the at least one application that is registered for the detected context.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed. An apparatus for mounting a gas turbine engine to a pylon includes: a thrust link coupled to the gas turbine engine and an aft mount, the gas turbine engine coupled to the pylon via a forward mount and the aft mount, a bending restraint having a first end and a second end, the bending restraint including an actuator positioned at the first end to apply a force to a fan section of the gas turbine engine, a first joint positioned at the first end of the bending restraint, the first joint coupled to the first end of the bending restraint and the fan section, and a second joint positioned at the second end of the bending restraint, the second joint coupled to the second end of the bending restraint.

Abstract: The residual hydrogenation catalyst from the hydrogenated nitrile rubber solution is recovered by using two steps such as (1) the catalyst extraction step with an ammonium salt and water (optionally including an oxidation step) to extract catalyst from the HNBR polymer chain to the solvent and then (2) the separation/column recovery step with the column packed with functional ion exchange resins for the separation of ammonia-catalyst complex from hydrogenated nitrile rubber solution and the column recovery for the high catalyst recovery with functional groups of resins. The ammonium salt for the catalyst extraction step is selected from ammonium chloride, ammonium bromide, ammonium iodide, and ammonium acetate. The functional groups in the functional ion exchange resins for packing the column is selected from thiourea, thiouronium, thiol, amine, diamine, triamine, TMT, dithiocarbamate, and carbodithioate.

Abstract: Adenosine receptor active compounds including 1,2,3,6,8-pentasubstituted indolizines and methods of using the same for inhibiting adenosine receptor activity are provided. These methods can be used to treat one or more pathological conditions of the central and peripheral nervous systems, such as but not limited to allergies, inflammation, glaucoma, brain ischemia, renal fibrosis, cancer, rheumatoid arthritis, psoriasis fatty liver diseases, stroke, pain, and any combination thereof.

Abstract: This relates to intelligent automated assistants and, more specifically, to intelligent context sharing and task performance among a collection of devices with intelligent automated assistant capabilities. An example method includes, at a first electronic device participating in a context-sharing group associated with a first location: receiving a user voice input; receiving, from a context collector, an aggregate context of the context-sharing group; providing at least a portion of the aggregate context and data corresponding to the user voice input to a remote device; receiving, from the remote device, a command to perform one or more tasks and a device identifier corresponding to a second electronic device; and transmitting the command to the second electronic device based on the device identifier, wherein the command causes the second electronic device to perform the one or more tasks.

Abstract: Die configuration types are provided that may be used together with other instances of the design to create multi die modules.

Abstract: A computing device comprising: a wireless communications interface configured to connect to a network deployed by a plurality of access points; a controller for the wireless communications interface, the controller configured to: initiate an access point scan to identify nearby access points; during the access point scan: obtain a neighbor report, the neighbor report defining a subset of the plurality of access points and an operating channel for each access point in the subset; select a channel to scan and identify an expected access point operating on the selected channel based on the neighbor report; initiate a channel scan to detect the expected access point on the selected channel; and in response to detecting the expected access point, end the channel scan prior to expiry of a default scan time; and connect to a target access point selected based on the access point scan.

Abstract: Methods and systems are provided for assisting operation of a vehicle using speech recognition and transcription to provide a conversation log graphical user interface (GUI) display. One method involves analyzing a transcription of an audio communication to identify a discrepancy with respect to an expected response to the communication by an operator of the vehicle, generating, on the conversation log GUI display, a selectable GUI element associated with the discrepancy in association with the graphical representation of the transcription of the audio communication, and in response to user selection of the selectable GUI element, providing, on the conversation log GUI display, a graphical representation of information relating to the discrepancy to facilitate challenging the veracity of the transcribed audio communication.

Abstract: Systems and methods can advantageously provide deauthentication/disassociation frames A method includes providing, by a first device, a disassociation frame or a deauthentication frame on a first primary control channel in response to an indication of a change from the first primary control channel to a second primary control channel, and receiving, by the first device, a data frame from a second network device on the first control primary channel, the second primary control channel or a secondary channel. The method also includes providing, by the first device, another disassociation frame or deauthentication frame on the first primary control channel, the second primary control channel and/or the secondary channel associated with the data frame.

Abstract: A thrust mount assembly includes a thrust link-lever that has a first end region, a second end region, and a fulcrum region disposed between the first end region and the second end region. A thrust link-lever may be coupled or couplable to a fulcrum body of an aft engine-mount at a fulcrum position of the thrust link-lever. When coupled to a turbomachine, the fulcrum position of the thrust link-lever may be laterally offset and/or laterally adjustable relative to an axis of rotation of the turbomachine. A load translated from an engine frame of a turbomachine to an engine-mounting linkage system may be determined and a fulcrum position for the thrust mount assembly may be adjusted laterally relative to an axis of rotation of the turbomachine.

Abstract: An adapter is provided that includes a first interface to couple to a particular device, where link layer data is to be communicated over the first interface, and a second interface to couple to a physical layer (PHY) device. The PHY device includes wires to implement a physical layer of a link, and the link couples the adapter to another adapter via the PHY device. The second interface includes a data channel to communicate the link layer data over the physical layer, and a sideband channel to communicate sideband messages between the adapter and the other adapter over the physical layer. The adapter is to implement a logical PHY for the link.

Abstract: Disclosed is a method and an oral composition for treating CNS disorders. An embodiment of the invention comprises orally administering an allopregnanolone containing composition to a subject having a CNS disorder. Exemplary CNS disorders include sleep disorders, mood disorders, dysthymic disorders, bipolar disorders, anxiety disorders, stress disorders, compulsive disorders, schizophrenia spectrum disorders, convulsive disorders, memory disorders, cognition disorders, movement disorders, personality disorders, autism spectrum disorders, substance abuse disorders, dementia, pain, traumatic brain injury (TBI), vascular disease, withdrawal syndrome, and tinnitus. The composition and methods disclosed herein exhibit effective oral absorption/bioavailability.

Abstract: A system may receive enterprise information associated with a client enterprise. The system may select, using an industry analysis model, a set of queries associated with obtaining status information that is associated with a technology profile of the client enterprise. The system may generate client data that is associated with the enterprise information and the status information. The system may convert, using a matrix factorization technique, the client data associated with the client enterprise to a client matrix. The system may convert, using the matrix factorization technique, reference data associated with reference enterprises to a reference matrix. The system may determine, based on a comparison of the client matrix and the reference matrix, a set of scores associated with technology metrics of the technology profile. The system may perform an action associated with the client enterprise based on the set of scores.

Abstract: Systems and methods are disclosed for communicating between applications. In one exemplary embodiment, there is provided a system for communicating between applications where the system includes a Rich Internet Application and a control room within a server system The Rich Internet Application broadcasts information to the control room and the control room broadcasts the information to applications connected to the system. Moreover the Rich Internet Application also transmits low priority information to a web application for delayed logging and processing.

Abstract: System and methods for facilitating content watch parties may include a sync server having a server CPU, a host user device, a client user device, and a content provider. The content provider may first provide a first portion of the content independently to the host user device and the client user device. The content provider may second provide a second portion of the content to the host user device and the client user device. The first providing of the first portion of the content may occur separately of the second providing of the second portion of the content. The sync server may synchronize the second providing of the second portion of the content to the client user device to facilitate substantially simultaneously presentations of the second portion of the content by the host user device and the client user device.