Abstract: Mechanisms are provided for rendering virtual objects in a computer generated virtual environment. Physical environment condition data is received and transformed into UV map data structure(s), where each UV map data structure comprises entries that store one or more environment condition values mapped from the physical environment condition data to the UV map data structure. A customized shader processes the UV map data structure(s) to apply environment condition effects to a rendering of a virtual object corresponding to the customized shader. The customized shader executes on the environment condition data of the UV map data structure(s) and specifies a modification to a representation of the virtual object due to the environment condition values represented in the UV map data structure(s). Generation of the virtual object in the virtual environment is controlled based on results of processing the one or more UV map data structures by the customized shader.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for automatically addressing emergency situations, customizing emergency user interfaces and options, and managing emergency communications. In particular, in one or more embodiments, the disclosed systems detect a transportation irregularity and generate an emergency assistance user interface based on an emergency severity associated with the transportation irregularity. Based on user interactions with the generated emergency assistance user interface, the disclosed systems generate and send an emergency communication to a remote third-party system.

Abstract: Existing systems provide data selection for one differential technique considering an analytical problem or synthetic data but not an arrangement for selection of one or more techniques together. The embodiments herein provide a method and system for differential privacy enabled service with hybrid rule management and similarity metrics to select data. The system generates a query table called universal data from the associates tables and databases. The system further based on query on the universal table of single columns or selected columns with different parameters using different privacy rules generates differential private data stored in temp tables/views. The system retrieves queried data of different techniques and parameters interactively viewing the privacy and similarity of each data types of retrieved data with universal data using different metrics like bar charts, Histograms, average, std.

Abstract: A system for optimizing labor resources at a facility. The system includes a memory configured to store a first optimization model and a second optimization model. Where the first optimization model, when executed by a control circuit, determines optimal shift patterns for full-time employee schedules and fixed part-time employee schedules over a period of time. Where the second optimization model, when executed by the control circuit, determines headcounts and variable part-time shifts. The system further includes an electronic device configured to execute an application stored in a local memory of the electronic device, the application when executed causes the control circuit to output one or more staffing recommendation levels displayable on the electronic device.

Abstract: A request of a user for a content item may be received, the user being associated with at least one of a set of preferences or a context. A group of similar users may be identified based the set of preferences or the context. A number of candidate content items corresponding to the content item may be identified. A difference in a measure of interaction of a first portion of the group after being provided the candidate content item and a second portion after not being provided the candidate content item may be determined for each candidate content item of the number of candidate content items. A subset may be determined based on the difference associated with each candidate content items. A candidate content item, identified based on at least one of the difference, an activity rate, or the context, may be provided to the user.

Abstract: Disclosed is biguanide derivative of ibuprofen represented by the formula I, wherein the compound of formula I is N-carbamimidoyl-2-(2-(4-sobutylphenyl) propanoyl) hydrazine-1-carboximidamide. The biguanide derivative of ibuprofen of the present invention helps in significant reduction glucose levels in patients with diabetics as compared patients taking only metformin or similar biguanide. Further, the biguanide derivative of ibuprofen provides synergistic effect in lowering blood glucose level along with reducing inflammation in lower doses as compared to doses taken separately.

Abstract: In view of the foregoing, an aspect herein provides an Electromyography (EMG) sensor (100) further includes electrodes (102) adapted to be attached to an external surface of skin of a limb, and configured to sense signals from the external surface of the skin, a first amplifier (108) connected to the electrodes (102), and configured to generate a first amplified signal based on a differential signal, existing in microvolts, associated with the electrodes (102), a second amplifier (112) connected to the first amplifier (108), and configured to generate a second amplified signal based on the first amplified signal, and a first filter (114) connected to the second amplifier (112), configured to reject high-frequency noise from the second amplified signal to generate an output signal and prevents interference by the electromagnetic interference from nearby electrical noise, false high-frequency signals and in-circuit internal electronic noise.

Abstract: The invention relates to an infrared photodetector (1), comprising an electron transport layer (4) and an infrared photon absorption layer (5) for generating an electrical signal, characterized in that the electron transport layer (4) comprises nanocrystals of a compound selected from SnO2, ZnO, CdS, CdSe, aluminium-doped zinc oxide, Cr2O3, CuO, CuO2, Cu2O3, ZrO2, and mixture thereof and heterostructure thereof and alloy thereof, and in that the infrared photon absorption layer (5) comprises nanocrystals of a compound selected from HgS, HgSe, HgTe, PbS, PbSe, PbTe, Ag2S, Ag2Se, Ag2Te, InAs, InGaAs, and InSb, and mixture thereof, and heterostructure thereof and alloy thereof.

Abstract: The present disclosure relates to systems, non-transitory computer-readable media, and methods for automatically addressing emergency situations, customizing emergency user interfaces and options, and managing emergency communications. In particular, in one or more embodiments, the disclosed systems detect a transportation irregularity and generate an emergency assistance user interface based on an emergency severity associated with the transportation irregularity. Based on user interactions with the generated emergency assistance user interface, the disclosed systems generate and send an emergency communication to a remote third-party system.

Abstract: Methods, systems, and computer program products for a content management system. Embodiments operate within or in conjunction with such a content management system. The content management system stores content objects for access by various collaborators, including extra-system collaborators. A user of the content management system configures extra-enterprise shared link URLs that permit the extra-system collaborators to access shared content objects over an Internet connection. A shared link event graph data structure is formed based on access requests over the extra-enterprise shared link URLs. An interactive user interface module is generated by processing a shared link report query over the shared link event graph data structure to select a subject set of the extra-enterprise shared link URLs, and to generate a data set of the interactive user interface module based at least in part on results from the query. A user interacts with the interactive user interface module to generate insights.

Abstract: A data management system can include a set of storage media configured to implement a storage space and a set of controllers. The set of controllers can be configured to write to the storage space and to implement a set of nodes. The set of controllers can include a first controller that implements a first node and includes a first persistent memory, a second controller that implements a second node and includes a second persistent memory and a third controller that implements a third node and includes a third persistent memory. The third node can be configured to write third node journal data to the first persistent memory. The first node can be configured to generate first node journal data based on a first request received from a backend, write the first node journal data to the first persistent memory, and replicate the journal data to the second persistent memory.

Abstract: A data processing and analysis system that optimizes the resources to be used for data storage and refresh events. A partitioner module for a data analysis system can receive a first client criteria and a first client dataset that includes tabular data and calculate scores that are used to generate partitioning strategies. The selected partitioning strategy can be implemented to produce aggregated data that can be stored in an intelligent data mart. The partitions can then be accessed by a data visualization platform for intelligent, dynamic responses to user requests for data analyses and generation of visualizations. By providing synchronous partitioning of data (especially big data) and intelligent refresh, the data can move from the back-end to the front-end with minimal user clicks and minimal latency in performance.

Abstract: A technique enables recovery of failover data used to generate one or more High Frequency Snapshots (HFSs) at a source and replicated to a target for storage and recovery. The target is illustratively an intermediary repository embodied as a long-term storage service (LTSS) configured to organize and store the HFSs as recovery points (RPs) in an object store. The LTSS stores a HFS identifier (ID), a logical offset in an object of the object store storing data of the HFS, and a logical timestamp associated with each replicated HFS as a key of a segment descriptor in a key-value database configured to store metadata describing the failover data of the HFS stored as one or more objects in the object store. Upon recovery of the failover data, the technique enables identification of the HFS stored in the object store and creation of a HFS index metadata structure (B+ tree) to extract the identified HFS as a RP.

Abstract: In an embodiment, a method for tracking a target includes: receiving raw data from a millimeter-wave radar, the raw data including a plurality of macro-Doppler frames, each macro-Doppler frame having N chirps, where each macro-Doppler frame stretches over a time interval having a first duration; generating micro-Doppler frames from the plurality of macro-Doppler frames, each micro-Doppler frame including L chirps from M macro-Doppler frames, where each micro-Doppler frame stretches over a time interval having a second duration that is longer than the first duration; detecting one or more moving targets based on the macro-Doppler frames; detecting one or more static targets based on the micro-Doppler frames; and tracking a first target as the target transitions from being detected based on the macro-Doppler frames to being detected based on the micro-Doppler frames.

Abstract: A semiconductor device, referred to herein as a Globally Interconnected Operations (GIO) layer, provides global operations in the form of global data reduction for one or more PE arrays. The GIO layer includes processing elements that perform global data reduction on processing results from one or more PE arrays. The GIO layer includes connectors that allow it to be arranged in a 3D stack with one or more PE arrays, for example, on top of or beneath a PE array. This allows reduction operations to be implemented across PE arrays using an efficient topology with superior flexibility, scalability, latency and/or power characteristics that is customizable for particular use cases at assembly time, without requiring costly and time-consuming redesign of PE arrays, and without being constrained by particular PE array designs.

Abstract: In an embodiment, a method includes: obtaining depth data indicative of a time-resolved measurement of a 3-D position of a moveable target in a field-of-view of a depth sensor; and processing the depth data using an interacting multi-model (IMM) tracking algorithm, the IMM tracking algorithm providing, for each one of multiple iterations, tracking data comprising a respective estimate of the 3-D position of the moveable target, wherein the IMM tracking algorithm comprises a first model providing a first output, a second model providing a second output, and a fusion module fusing the first output and the second output to provide the tracking data, wherein the first model models a movement state of the moveable target, and wherein the second model models a rest state of the moveable target.

Abstract: Systems, computer program products, and methods are described herein for implementing a code debugger platform in a virtual environment. The system is configured to authenticate a plurality of users via an authentication portal and initialize an instance of a virtual environment for each of the plurality of users. The system is configured to extract a plurality of computer instructions, and display, in the virtual environment, a debugging platform of an integrated development environment, the debugging platform configured to receive the plurality of computer instructions and receive input from at least one of the plurality of users, and initiate a debugging protocol. The debugging protocol may include a breakpoint in at least one of the plurality of computer instructions, wherein the breakpoint is received as an input from the at least one of the plurality of users.

Abstract: A data processing and analysis system that optimizes the resources to be used for data storage and refresh events. A partitioner module for a data analysis system can receive a first client criteria and a first client dataset that includes tabular data and calculate scores that are used to generate partitioning strategies. The selected partitioning strategy can be implemented to produce aggregated data that can be stored in an intelligent data mart. The partitions can then be accessed by a data visualization platform for intelligent, dynamic responses to user requests for data analyses and generation of visualizations. By providing synchronous partitioning of data (especially big data) and intelligent refresh, the data can move from the back-end to the front-end with minimal user clicks and minimal latency in performance.

Abstract: In addition to an original prompt that is manually provided by a user, contextual information is sent to a generative AI to elicit a higher quality response. Sensors collect audio, video, physiological, cognitive, environmental, and digital data from the user. Machine-learning models evaluate the sensor data to infer the emotional state of the user. The emotional state is used to augment the original prompt with contextual information. The augmented prompt is fed into the generative AI to make it context-aware. Accordingly, the generative AI can automatically pick up on non-verbal cues that the user did not manually articulate in the original prompt. Just as a human-to-human conversation involves a combination of verbal and non-verbal communications, the present concepts enable the generative AI to also leverage non-verbal communication when interacting with human users.

Abstract: A request from a user to view a video content item may be received, the requesting user being associated with at least one of a set of preferences or a context. A group of similar users may be identified based the set of preferences or the context. A number of candidate video items corresponding to the video content item may be identified. A watch time difference may be determined for each candidate video item of the number of candidate video items. A subset may be determined based on the watch time difference associated with each candidate video items. The candidate video items in the subset may be ranked based on an activity rate associated with the corresponding candidate video item. A candidate video item with the highest ranking may be provided to the user.