Abstract: A data storage system employing distributed memories can have at least one host connected to a plurality of data storage devices via a network controller. One or more performance bottlenecks through the network controller may be identified with a performance module. A peer group consisting of at least two of the plurality of data storage devices is created with the performance module in response to the identified performance bottleneck so that a task can be assigned by the performance module to the peer group. The task may be chosen to mitigate the performance bottleneck by avoiding involvement of the network controller in the task.

Abstract: A quantum resistant method is provided for supporting user equipment (UE) roaming across APs/eNBs/gNBs belonging to various Wireless LAN Controllers (WLCs) in enterprise 5G and WiFi co-located deployments. The method may include initializing a SKS server in an electrical communication with a master WLC with a random post-quantum common secret seed (PQSEED) to generate a post-quantum pre-shared key (PQPSK) and a respective PQPSK-ID. The method may also include sending an encrypted PQSEED along with a PQPSK-ID to a second WLC. The method may further include joining AP (WiFi) to the master WLC using a CAPWAP/DTLS protocol. The method may further include sending the PQPSK-ID from the master WLC to the UE in an EAP success packet when the UE is associated with the AP (WiFi).

Abstract: Provided herein is a nucleic acid comprising consensus amino acid sequence of foot-and-mouth disease FMDV VP1-4 coat proteins of FMDV subtypes A, Asia 1, C, O, SAT1, SAT2, and SAT3 as well as plasmids and vaccines expressing the sequences. Also provided herein is methods for generating an immune response against one or more FMDV subtypes using the vaccine as described above as well as methods for deciphering between vaccinated mammals with the vaccine and those that are infected with FMDV.

Abstract: A method for forming an acrylic emulsion includes a step of forming pre-emulsion by combining a monomer composition with an amphoteric surfactant in water and then polymerizing the pre-emulsion by combining the pre-emulsion with a radical initiator in a reactor to form a reaction mixture. The monomer composition includes one or more monomers selected from the group consisting of (meth)acrylic acid monomers and (meth)acrylic monomers, and combinations thereof. An acrylic emulsion formed by the method is also provided.

Abstract: The present disclosure relates a system and method for tissue analysis, biopsy and/or treatment. In one example, a device is disclosed that includes a light generator and a probe in optical communication with the light generator. The probe includes an outer wall having a first end and a second end opposite the first end, a plurality of receiver fibers that extend along a length of the outer wall and are positioned between the first end and the second end, and a plurality of transmitter fibers that extend along a length of the outer wall, adjacent to the plurality of receiver fibers.

Abstract: A first client station receives from an access point an indication of whether angular information is to be included in feedback information in a range measurement session. The first client station transmits a null data packet (NDP) as part of an uplink multi-user (MU) PHY transmission that also includes simultaneous transmissions by one or more second client stations of one or more other respective NDPs to the access point as part of the range measurement session. The first client station receives a downlink physical layer (PHY) data unit from the access point that includes respective downlink feedback frames for the first client station and the one or more second client stations. When angular information is to be included in the feedback, a downlink feedback frame for the first client station includes angular information.

Abstract: Embodiments of the disclosure relate generally to formulations, methods of treatment, kits, and dosage forms for treating inflammatory disorders, including topic dermatitis, cancer, the formulations comprising an active pharmaceutical ingredient. The formulation provided comprises granules, wherein the granules comprise: micronized active ingredient; one or more granulation binders; one or more fillers; one or more disintegrants; and one or more antioxidants. In one embodiment, the methods of treatment include orally administering the active ingredient to a subject suffering from atopic dermatitis, where the active ingredient, is in an amount of about 20 mg to about 80 mg.

Abstract: In some aspects, the techniques described herein relate to a method including: receiving a set of messages; filtering the set of messages to identify a set of newsletters in response to a selection of a newsletter control within a messaging application; rendering a newsletter view within the messaging application, the newsletter view displaying a plurality of tiles corresponding to the set of newsletters; receiving a section of a given tile in the plurality of tiles from a user; and rendering a newsletter reader view, the newsletter reader view including a subject and body of a selected newsletter corresponding to the given tile.

Abstract: The present disclosure provides pharmaceutical compositions that comprise a microparticle or nanoparticle suspension of a collagen IV-derived peptide or pharmaceutically-acceptable salt thereof, as well as uses of these suspensions for therapy by intraocular delivery. The present disclosure further provides methods for making the microparticle or nanoparticle suspensions.

Abstract: Disclosed is a decoupling dipole structure that renders a midband dipole effectively transparent to a nearby lowband dipole. This not only improves the beam quality in the lowband without sacrificing beam quality in the midband, it also enables different lowband dipoles to be employed to customize the lowband performance of the multiband antenna without requiring a redesign of the midband dipoles or of the array face.

Abstract: This relates to an intelligent automated assistant in a video communication environment. An example includes, during a video communication session between at least two devices, receiving a voice input at one device, generating and transmitting to a server a textual representation of the voice input, receiving from the server a shared transcription including both the textual representation of the voice input and one or more additional textual representations generated by another device, and determining and presenting one or more candidate tasks based on the shared transcription.

Abstract: Methods, apparatus, systems, and articles of manufacture to improve data quality for artificial intelligence are disclosed. An example apparatus includes an interface; instructions; and processor circuitry to execute the instruction to: determine an indirect quality of a repository that include datapoints of a dataset; determine a direct quality of the repository that include the datapoints of the dataset; determine a dataset quality based on the indirect quality of the repository and the direct quality of the repository; and when the quality does not satisfy a threshold, filter out a subset of the datapoints to prepare the dataset to support the training of the neural network.

Abstract: Techniques are described herein for improving performance of machine learning model(s) and thresholds utilized in determining whether automated assistant function(s) are to be initiated. A method includes: receiving, via one or more microphones of a client device, audio data that captures a spoken utterance of a user; processing the audio data using a machine learning model to generate a predicted output that indicates a probability of one or more hotwords being present in the audio data; determining that the predicted output satisfies a secondary threshold that is less indicative of the one or more hotwords being present in the audio data than is a primary threshold; in response to determining that the predicted output satisfies the secondary threshold, prompting the user to indicate whether or not the spoken utterance includes a hotword; receiving, from the user, a response to the prompting; and adjusting the primary threshold based on the response.

Abstract: A method for providing IQ mismatch (IQMM) compensation includes: estimating an overall frequency response of a compensation filter by stepping through a frequency range starting at an initial frequency and performing (1) through (3) at each step, a selected frequency at each step being a multiple of a subcarrier frequency of the initial frequency: (1) sending a single tone signal at the selected frequency, (2) determining a first response of a mismatched signal at the selected frequency and a second response of the mismatched signal at an image frequency of the selected frequency, and (3) estimating a frequency response of the compensation filter at the selected frequency based on the first response and the second response; generating time-domain filter taps based on the estimated overall frequency response of the compensation filter; determining a time delay based on the time-domain filter taps; and generating a compensated signal based on the time delay.

Abstract: Teacher-student learning can be used to train a keyword spotting (KWS) model using augmented training instance(s). Various implementations include aggressively augmenting (e.g., using spectral augmentation) base audio data to generate augmented audio data, where one or more portions of the base instance of audio data can be masked in the augmented instance of audio data (e.g., one or more time frames can be masked, one or more frequencies can be masked, etc.). Many implementations include processing augmented audio data using a KWS teacher model to generate a soft label, and processing the augmented audio data using a KWS student model to generate predicted output. One or more portions of the KWS student model can be updated based on a comparison of the soft label and the generated predicted output.

Abstract: A fuel dispensing nozzle comprises a nozzle body defining a dispensing path extending between a distal inlet and a proximal outlet and configured to dispense fuel. A fuel flow valve is disposed in the nozzle body between the distal inlet and the proximal outlet. An actuation assembly movable to open the fuel flow valve is also provided. The nozzle also includes a shut-off mechanism operatively connected to the actuation assembly. A hand lever is pivotally connected with respect to the nozzle body, the hand lever being operatively connected to the actuation assembly so as to cause opening of the fuel flow valve when the hand lever is pivoted in a valve opening direction. The hand lever has a grasping portion extending between a proximal location nearer the proximal outlet and a distal location. The nozzle according to this aspect further includes a hold open mechanism including a trigger disposed at the proximal location of the hand lever.

Abstract: Apparatus and method for memorizing repeat function calls are described herein. An apparatus embodiment includes: uop buffer circuitry to identify a function for memorization based on retiring micro-operations (uops) from a processing pipeline; memorization retirement circuitry to generate a signature of the function which includes input and output data of the function; a memorization data structure to store the signature; and predictor circuitry to detect an instance of the function to be executed by the processing pipeline and to responsively exclude a first subset of uops associated with the instance from execution when a confidence level associated with the function is above a threshold. One or more instructions that are data-dependent on execution of the instance is then provided with the output data of the function from the memorization data structure.

Abstract: A test and measurement instrument for determining magnetic core losses of a device under test during in circuit operation. The test and measurement instrument receives a primary current signal from a primary winding of a device under test and receives a primary voltage signal measured across a magnetic core of the device under test. Based on the primary electric current signal and the primary voltage signal, the test and measurement instrument determines a magnetic loss of the device under test. In some examples, the test and measurement instrument can use primary and secondary voltage and current inputs to determine the magnetic loss of the device under test. The magnetic loss of the device under test can be displayed on a display of the test and measurement instrument. The magnetic loss can include a total magnetic loss, a hysteresis loss, a copper loss, and/or other losses.

Abstract: Techniques and mechanisms for efficiently saving and recovering state of a processor core. In an embodiment, a processor core fetches and decodes a first instruction to generate a first decoded instruction, wherein the first instruction comprises a first opcode which corresponds to one or more components of the processor core. Execution of the first instruction comprises saving microarchitectural state of the one or more components to a memory of the core. In another embodiment, a processor core fetches and decodes a second instruction to generate a second decoded instruction, wherein the second instruction comprises a second opcode which corresponds to the same one or more components. Execution of the second instruction comprises restoring the microarchitectural state from the memory to the one or more components.

Abstract: Embodiments are generally directed to a multi-tile architecture for graphics operations. An embodiment of an apparatus includes a multi-tile architecture for graphics operations including a multi-tile graphics processor, the multi-tile processor includes one or more dies; multiple processor tiles installed on the one or more dies; and a structure to interconnect the processor tiles on the one or more dies, wherein the structure to enable communications between processor tiles the processor tiles.