Abstract: One or more apparatuses comprising at least two thermal image data capture and measuring devices that measure long wave infrared radiation intensity of energy flux on a per pixel basis wherein pixels provide dynamic image data that is transmitted and received between two or more digital devices so that the image data provides at least one captured dynamic image which is correlated with specific exact geographic locations and positions data and facial recognition data and correlated local air quality monitoring index atmospheric data is provided by sensors, and the devices include a lens, an optical system, a photodetector, one or more computerized micro-processors, and a gate that provides a constrained targeted pathway through which at least one person must travel so that dynamic thermal data, position and location data, facial recognition data, and local atmospheric data is measured, transmitted, and received for at least one person moving through the gate.

Abstract: An apparatus for managing data in a network is provided. The apparatus includes a memory, and a processor configured to identify a first leader device and a second leader device in a swarm comprising a plurality of devices based device parameters, receive a request for downloading data, download, as the first leader device, the data from a content device in response to the request, store the downloaded data to the memory, transmit the data to the second leader device, and divide the swarm into a first sub swarm comprising the first leader device and a second sub swarm comprising the second leader device.

Abstract: There is disclosed buthionine sulfoximine (BSO) for use in a method of treatment of cancer, HIV or a rheumatic disease. The method comprises administering (a) BSO at a dosage of less than or equal to 50 mg/kg, and (b) a metallodrug at a clinically-acceptable dosage.

Abstract: One or more apparatuses comprising at least two thermal image data capture and measuring devices that measure long wave infrared radiation intensity of energy flux on a per pixel basis wherein pixels provide dynamic image data that is transmitted and received between two or more digital devices so that the image data provides at least one captured dynamic image which is correlated with specific exact geographic locations and positions data and facial recognition data and correlated local air quality monitoring index atmospheric data is provided by sensors, and the devices include a lens, an optical system, a photodetector, one or more computerized micro-processors, and a gate that provides a constrained targeted pathway through which at least one person must travel so that dynamic thermal data, position and location data, facial recognition data, and local atmospheric data is measured, transmitted, and received for at least one person moving through the gate.

Abstract: The method for triage management includes obtaining, from multiple sources, activity logs including issues for triage; processing the activity logs using a decision tree configured to output category and priority score associated with each issue; and, for each issue, identifying the relevant resources to resolve the issue based on the category of the issue, the priority score, and attributes of the relevant resources including historical issue resolution data. The method also includes determining a triage activity based on availability of the relevant resources, categories of the issues, and the priority scores. The triage activity includes a sequence for resolving the issues. The method also includes scheduling call for a predetermined time duration based on the availability and the attributes of the relevant resources; and generating a report for the triage activity, including real time information related to the obtained activity logs, the sources, and the sequence of the issues.

Abstract: A method for generating a target network by performing neural architecture search using optimized search space is provided. The method includes steps of: a computing device (a) if a target data is inputted into the target network, allowing the target network to apply neural network operation to the target data, to generate an estimated search vector; and (b) allowing a loss layer to calculate architecture parameter losses by referring to the estimated search vector and a ground truth search vector, and to perform backpropagation by referring to the architecture parameter losses to update architecture parameter vectors for determining final layer operations among candidate layer operations included in an optimized layer type set corresponding to the optimized search space and wherein the final layer operations are to be performed by neural blocks, within cells of the target network, arranged according to an optimized cell template corresponding to the optimized search space.

Abstract: Methods, computer program products, and systems are presented. The methods include, for instance: a gateway stack that includes a master, a backup, and at least one slave amongst nodes of the GS based on an election pursuant to a gateway stack protocol. The gateway stack provides gateway services for a Network Virtualization over Layer 3 (NVO3) network in a fail-safe manner by utilizing all of the nodes in the gateway stack. A data interface between the gateway stack and a switch is aggregated to evenly distribute inbound packets amongst the nodes of the gateway stack.

Abstract: Systems and methods for contactless authorization using voice recognition is disclosed. The system may include one or more memory units storing instructions and one or more processors configured to execute the instructions to perform operations. The operations may include receiving user data comprising a user identifier, an audio data having a first data format, and a client device identifier. The operations may include generating a processed audio data based on the received audio data. The processed audio data may have a second data format. The operations may include transmitting, to a speech module, the processed audio data. The operations may include receiving from the speech module, a voice match result. In some embodiments, the operations include authenticating a user based on the voice match result and transmitting, to a client device associated with the client device identifier, a client notification comprising a result of the authentication.

Abstract: An authoritative candidate is selected for determining a location of a point of interest (POI). Source data including name, address, and location for POIs is received from multiple data sources. The received data is normalized for ease of comparison, and coordinates for each candidate are compared to coordinates of other candidates to determine which candidate if any is an authoritative location for the POI. The candidate locations are compared using two models a metric-based scoring system and a machine learning model that may utilize a gradient boosted decision tree. The authoritative candidate can be used to render digital maps that include the POI. In addition, the authoritative candidate's location can be used to provide vehicle route guidance to the POI.

Abstract: A method for generating a target network by performing neural architecture search using optimized search space is provided. The method includes steps of: a computing device (a) if a target data is inputted into the target network, allowing the target network to apply neural network operation to the target data, to generate an estimated search vector; and (b) allowing a loss layer to calculate architecture parameter losses by referring to the estimated search vector and a ground truth search vector, and to perform backpropagation by referring to the architecture parameter losses to update architecture parameter vectors for determining final layer operations among candidate layer operations included in an optimized layer type set corresponding to the optimized search space and wherein the final layer operations are to be performed by neural blocks, within cells of the target network, arranged according to an optimized cell template corresponding to the optimized search space.

Abstract: A method for managing a software-defined data center is disclosed. The method involves implementing redundant cloud management stacks, processing duplicate application program interface (API) calls in parallel with the redundant cloud management stacks, and performing a data center operation corresponding to the processed duplicate API calls.

Abstract: The use of ligustrosidic acid or a derivative thereof to enhance the sweetness of a sweetness modifier and to decrease the amount of a sweetness modifier used in a consumable is provided.

Abstract: Alert correlation plays an important role in IT event management. It helps reduce the number of alerts that IT staff have to act upon. The disclosure describes a method, a computer program product that applies a machine driven deep learning model to effectively correlate alerts caused by a common root cause. In addition, this method of correlation provides the user the context of the root cause. Therefore, it helps the user to quickly identify, understand and resolve the problem thereby reducing the mean time to identification and resolution. Alerts that are caused by the same root cause therefor come together. In the machine learning world, language sequence models are doing very well on learning the sequence patterns between words. For example, the machine can learn the subtle difference between choice of words and the order of words in order to fake a person's writing.

Abstract: A manifold for domestic water purification systems having flow paths that can be redirected without having to change the physical structure of the manifold or water purification system—a structure to assist with proper installation and stabilization of specific filter cartridges, a memory reader for processing data relating to the state of the filter cartridges, a hinge system to allow for easier installation/removal of new and replacement filter cartridges, and a flow path structure to assist in adding accessories to the water filtration system without requiring a modification to the manifold structure.

Abstract: There is disclosed buthionine sulfoximine (BSO) for use in a method of treatment of cancer, HIV or a rheumatic disease. The method comprises administering (a) BSO at a dosage of less than or equal to 50 mg/kg, and (b) a metallodrug at a clinically-acceptable dosage.

Abstract: A system for providing backup services for limited-access user data includes persistent storage for storing a user data visualization enhanced user data backup and a manager. The manager identifies a backup generation event for limited-access user data based on a protection policy; in response to identifying the backup generation event, obtains fragmented user data from an application that gates access to the limited-access user data; obtains organizational metadata associated with the fragmented user data from the application; makes a determination that the fragmented user data is associated with a user data visualization; in response to making the determination, obtains user data visualization metadata associated with the fragmented user data from the application; and generates the user data enhanced user data backup using the organizational metadata, the user data visualization metadata, and the fragmented user data.

Abstract: A system for providing backup services for limited-access user data includes persistent storage for storing fragmented user data and a manager. The manager identifies a backup generation event for the limited-access user data based on a protection policy; in response to identifying the backup generation event, obtains the fragmented user data from an application that gates access to the limited-access user data; identifies, based on the fragmented user data, organizational metadata for generating a user data backup; obtains the identified organizational metadata from the application; and generates the user data backup using the organizational metadata and the fragmented user data.

Abstract: A system including persistent storage for storing an object repository and a user data backup. The system also includes a manager that obtains fragmented user data associated with an object that is potentially duplicative of an object stored in the object repository; makes a determination that the object is duplicative based on a copy of the object stored in the object repository; in response to making the determination, adds the fragmented user data to a user data backup without adding the object to the backup; associates the fragmented user data in the user data backup with the copy of the object stored in the object repository; and stores the user data backup in the persistent storage.

Abstract: A system for providing backup services for limited-access user data includes persistent storage for storing a conversation specific user data backup and a manager. The manager identifies a backup generation event for limited-access user data based on a protection policy; in response to identifying the backup generation event; obtains fragmented user data from an application that gates access to the limited-access user data; obtains organizational metadata associated with the fragmented user data from the application; makes a determination that the fragmented user data is associated with a conversation; in response to making the determination, obtains conversation metadata associated with the fragmented user data from the application; and generates the conversation specific user data backup using the organizational metadata, conversation metadata, and the fragmented user data.