Abstract: Compounds having the following formula I. or a stereoisomer or pharmaceutically-acceptable salt thereof, where R1, R2, R3, R4, and R5 are as defined herein, are useful in the modulation of IL-12, IL-23 and/or IFN?, by acting on Tyk-2 to cause signal transduction inhibition.

Abstract: A method in an electronic device comprises detecting, with one or more sensors, a geometry or geometric form factor defined by an amount a first device housing or first device housing portion of the electronic device is pivoted about a hinge or deformable portion relative to a second device housing or second device housing portion of the electronic device, as well as also detecting, with one or more other sensors, multiple persons within an environment of the electronic device. One or more processors then enable, in response to detecting the geometric form factor and the multiple persons within the environment, a dual content presentation mode of operation allowing presentation of first content on a first display of the electronic device and second content on a second display where the first content and the second content are different.

Abstract: The present subject matter relates to techniques of assigning a mobility factor to the user based on the spatial movement data. In one example, the technique may include four phases for assigning the mobility factors to the users. In a first phase, spatial movement data from a plurality of user devices assigned to a plurality of users may be received. In a second phase, spatial movement behavior for a set of user devices may be assessed using the received spatial movement data of the members of the set using machine learning techniques. In a third phase, user devices may be selected based on the assessed spatial movement behavior using machine learning techniques for reconfiguration. Finally, at a four phase, the selected user devices may be reconfigured.

Abstract: A system includes a processing device and a non-transitory computer-readable medium having instructions stored thereon that are executable by the processing device to cause the system to perform operations. The operations include generating and running a reservoir simulation model. The reservoir and simulation model includes representative natural fracture or secondary porosity attributes for an area of interest for one or more wells. The operations also include generating a synthetic G-function response using results of the reservoir simulation model. Additionally, the operations include calibrating the synthetic G-function response from the reservoir simulation model to a field G-function response generated using results of a field diagnostic fracture injection test by changing natural fracture characteristics of the reservoir simulation model.

Abstract: Aspects of the present disclosure relate generally to isolator devices, components thereof, and methods associated therewith for substrate processing chambers. In one implementation, a substrate processing chamber includes an isolator ring disposed between a pedestal and a pumping liner. The isolator ring includes a first surface that faces the pedestal, the first surface being disposed at a gap from an outer circumferential surface of the pedestal. The isolator ring also includes a second surface that faces the pumping liner and a protrusion that protrudes from the first surface of the isolator ring and towards the outer circumferential surface of the pedestal. The protrusion defines a necked portion of the gap between the pedestal and the isolator ring.

Abstract: Aspects of the disclosure relate to identification of confidential data, in a message, and encryption of the confidential data. A computing platform may determine, based on a knowledge base, confidential data in a first message transmitted over one or more computing networks. The computing platform may encrypt the confidential data in the message. The computing platform may generate a second message based on encrypted confidential data. Further, the computing platform may update a header, corresponding to the second message, to indicate an encryption technique used for the encrypted confidential data. The computing platform may further encrypt the header of the second message, and transmit the second message.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for peer booting server nodes on an edge zone. For example, an edge zone may include data plane devices capable of hosting virtual machines and other cloud-based services thereon that provide low-latency services to customers of a cloud computing system. Systems described herein implement an operating system (OS) provisioning system that, in combination with a peer booting system on a server node, facilitates instantiation of an OS on the server node as well as enabling the server node to act as an OS provider service to other server nodes on the edge zone. The systems disclosed herein facilitate fast installation of OS services without overutilizing limited bandwidth resources of a virtual network that connects the server nodes with control plane devices remotely maintained at a datacenter.

Abstract: A method for detecting and responding to snap motions. The method includes detecting a triggering event that switches a mobile device into a snap motion gesture detection state to commence a finger-snap gesture motion detection process. The method includes activating, based on detecting the triggering event, an image capturing device to capture a series of image frames of a scene and capturing, using the image capturing device, the series of image frames of the scene that includes a hand. The method includes determining, by analyzing at least two frames among the series of image frames, that a finger-snap gesture is detected in the series of image frames. The method includes executing an action corresponding to a determination that a finger-snap gesture is detected in the series of image frames.

Abstract: Systems and methods are provided for new network device provisioning without Internet access. One method may include a method of network device provisioning without Internet access, the method including entering a pre-shared key (PSK) in a dynamic host configuration protocol (DHCP) message, obtaining the PSK from a set of DHCP message options by an onboarding network device requesting to join a private network, presenting the PSK, by the onboarding network device, to a network management system (NMS) of the private network, validating the PSK by the NMS, and updating an inventory list of the NMS to include the onboarding network device in the inventory list.

Abstract: ROI (Region of Interest) detection is an important step in extracting relevant information from a document image. Such images are very high-resolution images in nature and size of images is in order of megabytes, which makes text detection pipeline very slow. Traditional methods detect and extract ROI from images, but these work only for specific image types. Other approaches include deep learning (DL) based methods for ROI detect which need intensive training and require high end computing infrastructure/resources with graphical processing unit (GPU) capabilities. Systems and methods of the present disclosure perform ROI extraction by partitioning input image into parts based on its visual perception and then classify the image in first or second category. Region of interest is extracted from a resized image based on the classification by applying image processing techniques. Further, the system determines whether the input image is a pre-cropped image or a normal scanned image.

Abstract: A method may include for intent-based natural language processing may include conversation engine: receiving from a conversation program executed on a user electronic device, a unique identifier for a user; calling an external controls program with the unique identifier and a type of the user electronic device, wherein the external controls program identifies a directive of intent and an alternate action; receiving the directive of intent and the alternate action; receiving text of an utterance in a conversation from the conversation program; selecting one of a plurality a priority of intents based on the text of the utterance; receiving a plurality of potential intents and a confidence score for each potential intent from a natural language understanding computer program; selecting a selected intent; determining that the directive of intent matches the selected intent; and executing the alternate action.

Abstract: This disclosure relates generally to process filtration systems, and more particularly to systems utilizing tangential flow filtration.

Abstract: Systems, methods and apparatus are provided for a Dynamic Group Session Data Access Protocol. The system may monitor participant input in a group interactive session. The system may be trained to monitor and understand the group environment and predict intent of the participant discussion and may predict relevant data. The system may be used by a single participant or by multiple participants. The system may determine the access level of the participants. The system may determine the access level of the data. The system may compare the access level of the participants with the access level of the data. The system may dynamically mask the data if the access level of the participants does not match the access level of the data. The system may create customized views of the data for each participant based on the participant's access level and the access level of the data.

Abstract: Systems, methods, and computer-readable media for managing storing of data in a data storage system using a client tag. In some examples, a first portion of a data load as part of a transaction and a client identifier that uniquely identifies a client is received from the client at a data storage system. The transaction can be tagged with a client tag including the client identifier and the first portion of the data load can be stored in storage at the data storage system. A first log entry including the client tag is added to a data storage log in response to storing the first portion of the data load in the storage. The first log entry is then written from the data storage log to a persistent storage log in persistent memory which is used to track progress of storing the data load in the storage.

Abstract: An example of an apparatus including a network interface to receive first metadata and second metadata. The first metadata is associated with a first data source and the second metadata is associated with a second data source. The apparatus includes a processor to determine a first series of variance values associated with first metadata and second metadata, and to determine a second series of variance values associated with first metadata and second metadata. Furthermore, the apparatus includes a memory storage unit to store the first series of variance values and the second series of variance values. The apparatus includes an analysis engine to analyze the first series of variance values and the second series of variance values to confirm compatibility between the first data source and the second data source. The second series of variance values is to be analyzed after the first series of variance values is passed.

Abstract: A method is provided for converting a single database query into multiple database queries for multiple databases and aggregating the results of each of the queries. The method includes receiving, from a calling device, an input database query including a selection set defining an aggregation key, at least one first field to be queried in a first database, and at least one second field to be queried in a second database, generating a first database query representing a first request to retrieve the at least one first field from the first database, generating a second database query representing a second request to retrieve the at least one second field from the second database, aggregating the first response and a second response to the second database query from the first database to produce an aggregated response, and providing the aggregated response to the calling device.

Abstract: The character and symbol recognition system comprises a detachable body having a photographic camera to capture real time image of one of sheet or poster comprising of printed and handwritten characters and symbols; an input unit to acquire the real time captured image; a pre-processing unit to detect a character and symbol region; a classification unit equipped with at least two channel neural network based on CNN and LSTM to separate the character and symbol region; a central processing unit to calculate weights for transitions to the candidates thereby generate one of a first character or first symbol string transition data based on a set of the candidates and the weights; and a control unit to detect one or both of the printed and handwritten characters and symbols thereby display the detected information on a display unit and play the detected information on a speaker to alert a rider.

Abstract: An example of an apparatus including a memory storage unit to store telemetry data collected from a plurality of sources, wherein each source of the plurality of sources maintains confidentiality. The apparatus further includes an anonymizing engine to remove identifying information from the telemetry data to generate anonymized data. The apparatus also includes a communication interface to receive request from a client device for an upgrade. The request includes a requesting device configuration of the client device. The apparatus also includes a selection engine to select a subset of the anonymized data based on the requesting device configuration. Furthermore, the apparatus includes a comparison engine to analyze the subset of the anonymized data to determine a probability of an upgrade failure at the client device. Additionally, the apparatus includes an upgrade engine to implement the upgrade on the client device based on the probability.

Abstract: Presented herein are techniques for a non-intruding auto quoting feature on-the-fly for chat applications based on previous conversations and effectively forking/quoting such conversations to ease the burden of the user going through all the chat history. The techniques may involve monitoring an ongoing first text communication session between a first user and at least one second user; detecting one or more salient words or phrases in the first text communication session based on the monitoring; based on the one or more salient words or phrases, identifying a second text communication session that is topically related to the first text communication session; and displaying in a user interface presented to the first user a prompt to quote relevant content from the second text communication session into the first text communication session or to fork the first user to be a participant in the second text communication session.

Abstract: Aspects of the subject disclosure may include, for example, automatically detecting a service issue of a telecommunication system that may impact a customer of a telecommunication service provider of the telecommunication system, predicting, by the processing system, a future customer care interaction by the customer as a result of the service issue, initiating a resolution action of the telecommunication system for the service issue before the customer contacts a customer care agent of the telecommunication service provider, wherein the initiating is responsive to the predicting the future customer care interaction and modifying a component of the telecommunication system to improve efficiency of operation of the telecommunication system by reducing a number of customer care contacts by customers of the telecommunication service provider. Other embodiments are disclosed.