Abstract: This disclosure describes techniques for identifying users that are enrolled for use of a user-recognition system and updating enrollment data of these users over time. To enroll in the user-recognition system, the user may initially scan his or her palm. The resulting image data may later be used when the user requests to be identified by the system by again scanning his or her palm. However, because the characteristics of user palms may change over the time, the user-recognition system may continue to build more and more data for use in recognizing the user, in addition to removing older data that may no longer accurately represent current characteristics of respective user palms.

Abstract: An example operation may include one or more of identifying, via a transport, at least one person in proximity to the transport, determining the at least one person matches one or more profile attributes of a profile of at least one transport occupant, sending a notification to a communication device in the transport to prompt the at least one transport occupant about the identified at least one person and the matched one or more profile attributes, and responsive to receiving a communication request from the communication device, transmitting a communication invite to a mobile device of the at least one person.

Abstract: A flexible bag (1; 101; 201) comprising a component (3; 103; 203) inside the bag, wherein said flexible bag comprises a receiving device (5; 105; 205) provided in a wall (7; 107; 207) of the flexible bag, wherein said component (3; 103; 203) and said receiving device (5; 105; 205) are configured for being connectable to each other for keeping the component substantially stationary within the flexible bag when so connected.

Abstract: Generating a composite screenshot including contextually relevant screenshots and displayed information. The composite screenshot includes one or more screenshots captured from a display screen of a requesting user. Contextual relevance is determined according to collected user communications data such as IoT interactions, social media posts, and chat session transcripts.

Abstract: The disclosure provides a method for document management in a network. The method includes acquiring, by an electronic device, a source document as an image, extracting, by the electronic device, a plurality of multi-modal information from the source document by parsing the source document, automatically determining, by the electronic device, a category of the source document based on a comparison of the extracted plurality of multi-modal information with a plurality of pre-defined features, extracting, by the electronic device, a plurality of data fields corresponding to the determined category from the source document, determining, by the electronic device, a priority for each of the plurality of data fields and storing, by the electronic device, the plurality of data fields in at least one of a secure information source and an unsecure information source based on the determined priority.

Abstract: A method for manufacturing a wind turbine, the method includes the steps of: a) manufacturing a bottom module, the bottom module including at least one first platform; b) manufacturing a top module, the top module includes at least one second platform; and c) assembling the bottom module and the top module to form a platform assembly is provided. Manufacturing the platform assembly from two separate modules allows to manufacture a higher platform assembly.

Abstract: An information handling system (IHS) includes an antenna system. The antenna system includes a smart antenna and a smart antenna control system, the smart antenna control system controlling configuration of a configurable aspect of the smart antenna based upon information regarding the configurable aspect of the smart antenna.

Abstract: The present invention provides a novel proteolytic enzyme composition more particularly an orally administered proteolytic enzyme composition comprising of one or more acid proteases, one or more alkaline protease and one or more plant proteases. More particularly, the composition comprises of microbial (fungal, bacterial or other microbes) protease enzymes, proteases from plant and animals proteases thereof.

Abstract: Embodiments are directed to low circuit depth homomorphic encryption evaluations. An embodiment of an apparatus includes a hardware accelerator to receive a ciphertext generated by homomorphic encryption (HE) for evaluation, determine two coefficients of the ciphertext for HE evaluation, input the two coefficients as a first operand and a second operand to a pipeline multiplier for low circuit depth HE evaluation, perform combinatorial multiplication between the first operand and portions of the second operand, accumulate results of the combinatorial multiplication at each stage of the pipeline multiplier, and perform reduction with Mersenne prime modulus on a resulting accumulated output of the combinatorial multipliers of the pipeline multiplier.

Abstract: Bio-based surfactants have great opportunity for use in a variety of applications such as laundry detergents, industrial cleaners, adjuvants, and oil & gas. Surfactants in these applications can be nonionic, anionic, cationic, or amphoteric. Utilizing high oleic soybean oil as a platform chemical, a variety of surfactants and properties can be produced. While early work focused solely on surfactant use in laundry cleaning and fracking, recent work has expanded functional groups and application evaluations in hard surface cleaning. The current invention expands on Battelle's high oleic soybean oil (HOSO) surfactant technology. Use of HOSO overcomes the limitations of regular soybean oil and significantly reduces or eliminates undesirable byproducts in most chemistries. However, with use of select reagents, a few candidates were achievable with regular epoxidized soybean oil (ESO).

Abstract: Embodiments are directed to homomorphic encryption for machine learning and neural networks using high-throughput Chinese remainder theorem (CRT) evaluation. An embodiment of an apparatus includes a hardware accelerator to receive a ciphertext generated by homomorphic encryption (HE) for evaluation, decompose coefficients of the ciphertext into a set of decomposed coefficients, multiply the decomposed coefficients using a set of smaller modulus determined based on a larger modulus, and convert results of the multiplying back to an original form corresponding to the larger modulus.

Abstract: A high availability distributed, deduplicated storage system according to certain embodiments is arranged to include multiple deduplication database media agents. The deduplication database media agents store signatures of data blocks stored in secondary storage. In addition, the deduplication database media agents are configured as failover deduplication database media agents in the event that one of the deduplication database media agents becomes unavailable.

Abstract: One or more techniques and/or computing devices are provided for resilient replication of storage operations. For example, a first storage controller may host first storage having a replication relationship with second storage hosted by a second storage controller. To improve resiliency against transient network issues of a network between the storage controllers, the first storage controller may implement a queue and retry mechanism to retry replication operations not acknowledge back by the second storage controller within a threshold time. The second storage controller may maintain a cumulative sequence number of a latest replication operation performed in order, an operation response map of replication operations performed out of order, and an operation finder map identifying currently implemented replication operations, which may be used to process incoming replication operations. Single write semantics, write order consistency, and reduction of write amplification may be provided.

Abstract: This disclosure relates generally to a method and system for generating labelled dataset using a training data recommender technique. Recommender systems face major challenges in handling dynamic data on machine learning paradigms thereby rendering inaccurate unlabeled dataset. The method of the present disclosure is based on a training data recommender technique suitably constructed with a newly defined parameter such as the labelled data prediction threshold to determine the adequate amount of labelled training data required for training the one or more machine learning models. The method processes the received unlabeled dataset for labelling the unlabeled dataset based on a labelled data prediction threshold which is determined using a trained training data recommender technique.

Abstract: A method and a system for acquiring a 3D ultrasound image. The method includes receiving a request to capture a plurality of ultrasound image for a medical test corresponding to a medical condition. The method further includes determining a body part corresponding to the medical test. Further, the method includes identifying an imaging site particular to the medical test. Furthermore, the method includes providing a navigational guidance to the user in real time for positioning a handheld ultrasound device. Subsequently, the user is assisted to capture the plurality of ultrasound image of the imaging site in real time using deep learning. Further, the plurality of ultrasound images of the imaging site is captured. Finally, the method includes converting the plurality of ultrasound image to a 3-Dimensional (3D) ultrasound image in real time.

Abstract: Examples described herein include virtualized environments including a virtualized file server. Examples of file server virtual machine managers are described which may setup and/or configure file server virtual machines in accordance with a target number of connections and/or a target throughput for the virtualized file server. The virtualized file server may be scaled up, scaled down, scaled in, and/or scaled out.

Abstract: Systems, methods, and computer program products to provide direct external network access at an access point (AP) in a managed wide area network (WAN). The method may include establishing an application host interface (AHI) at an access point and receiving application data from one or more client devices connected to the access point. The method may also include determining that the application data is received from a permitted application as shown in a list of applications permitted to use the AHI and routing, using the AHI, the received application data to the data destination via the external network thereby bypassing the WLC.

Abstract: Disclosed are baked goods containing non-dairy protein. Examples of the disclosed baked goods include quick breads. An example quick bread includes muffins that contain salt-precipitated plant proteins (e.g., from pea) at levels surpassing 9 or more grams per 90-gram muffin. The muffins are fully formed (i.e., not collapsed), are neutral in flavor with no bitter aftertaste and are hypoallergenic or non-allergenic. In some examples, the baked goods are vegetarian, do not contain eggs, or are vegan. In some examples, the only source of protein in the baked goods comes from plant proteins.

Abstract: Protection of authentication tag computation against power and electromagnetic side-channel attacks is described. An example of one or more storage mediums includes instructions for performing a process for calculation of an authentication tag for a data encryption operation, including generating one or more random values; receiving multiple data blocks for calculation, and performing calculation utilizing the received data blocks and the one or more random values to generate intermediate values; performing a data accumulation operation to accumulate random values in calculation of the data blocks; and calculating the authentication tag based at least in part on the generated intermediate values and the accumulated random values.

Abstract: Disclosed herein is an efficient, environment friendly and commercially viable process for preparation of chloromethylated compound of formula I in substantially pure form and high yield, from the compound of formula II. The process includes contacting the compound of formula II with a chloromethylating agent generated in-situ by reaction of a formaldehyde precursor and hydrogen chloride, in a suitable solvent/contacting medium and in the presence of a catalytic amount of a short chain/low molecular weight carboxylic acid of formula III. I II III wherein, R1, R2, R3 and R4 are as defined in the description.