Abstract: The present disclosure encompasses solid state forms of Trilaciclib and Trilaciclib citrate salt, in embodiments poly-morphs of Trilaciclib and Trilaciclib citrate salt, processes for preparation thereof, pharmaceutical compositions and uses thereof.

Abstract: Systems, computer program products, and methods are described herein for generating alternative information formats using advanced computational models for data analysis and automated processing.

Abstract: A press system and a method of manufacturing a hot stamped structural component from a sheet blank within a press system is provided. The press system comprises a controlled atmosphere system and a press tool apparatus. The press tool apparatus comprises a lower body member, an upper body member, an upper die member, a lower die member, and a heating device configured to heat a sheet blank. The upper die member and the lower die member are configured to perform hot blanking with stamping and in-die quenching on the heated sheet blank in the atmosphere controlled by the controlled atmosphere system to form the hot stamped structural component. By controlling the atmosphere during formation of the hot stamped structural component generation of oxides scales are suppressed.

Abstract: Systems, methods and computer-readable memory devices are provided for greater efficiency in the configuration of a database cluster for performing a query workload. A database cluster configuration system is provided that includes a database cluster comprising one or more compute resources configured to perform database queries. A query workload comprising a plurality of queries is received. An initial workload-level configuration is applied. For each query of the query workload, a query-level configuration is generated using a query configuration model corresponding to each query in a contextual Bayesian optimization with centroid learning while also leveraging the query plan for each executing query for query characterization and including application of virtual operators. Query events are collected and used to update the corresponding query configuration model. The workload-level configuration is updated based on the query events and cached for use during a subsequent execution of the workload.

Abstract: A system and a method to determine a technology used by a user is disclosed. The system receives user data comprising job titles, skills, and job summaries. Further, technology categorization data is generated based on the user data. The technology categorization data comprises technology category and technology subcategory mapped to a user department and a user division. The system further extracts a keyword and a set of buffer keywords from the user data. Subsequently, the system determines a context of the user data based on the set of buffer keywords of the keyword. The technology used by the user may be determined upon comparing the keyword and the context with a predefined pattern sheet. The system validates the technology with the technology categorization data.

Abstract: Systems, computer program products, and methods are described herein for determining verification characteristics of an advanced computational model for data analysis and automated decision-making. The present disclosure is configured to receive, from a user device, a user prompt, wherein the user device is associated with a user. Further, the present disclosure is configured to receive one or more verification questions. Further still, the present disclosure is configured to interrogate, in response to receiving the one or more verification questions, an artificial intelligence model. Further still, the present disclosure is configured to receive, in response to interrogating the artificial intelligence model, one or more verification answers. Further still, the present disclosure is configured to analyze the one or more verification answers.

Abstract: Systems, computer program products, and methods are described herein for advanced computation models for data analysis and automated decision-making for code change scheduling conflicts. The present disclosure is configured to receive a proposed code change associated with an electronic ecosystem from an end user; compile a set of planned code changes within a code change database; compare the proposed code change against the set of planned code changes; determine a set of affected operations by the proposed code change and the set of planned code changes within the electronic ecosystem using the advanced computation models for data analysis and automated decision-making; determine if a code change scheduling conflict exists between the proposed code change and the set of planned code; and transmit a notification to the end user upon determination of the code change scheduling conflict indicating the proposed code change conflicts with the set of planned code changes.

Abstract: The techniques described herein relate to a method including: providing a data movement agent; providing a data movement control plane; determining, by the data movement agent, a work order, wherein the work order indicates a dataset to be moved; including, in the work order, a concurrency configuration, wherein the concurrency configuration indicates a number of parts that a file included in the dataset will be partitioned into, and a number of threads from an available thread pool that will be used to execute movement of the number of parts to a destination; receiving, by the data movement control plane and from the data movement agent, the work order; and executing, by the data movement control plane, the work order.

Abstract: An integrated microwave photonics (IMWP) apparatus is provided using sapphire as a platform. The IMWP apparatus includes: a sapphire substrate having a step-terrace surface; and a III-V stack layer epitaxially grown on the sapphire substrate. The III-V stack layer includes: a first III-V layer disposed on the sapphire substrate; a low temperature (LT) III-V buffer layer disposed on the first III-V layer; multiple second III-V layers disposed and stacked on the LT III-V buffer layer; a third III-V layer disposed on the second III-V layers; a III-V quantum well layer disposed on the third III-V layers; and a fourth III-V layer disposed on the III-V quantum well layer. The second III-V layers are respectively annealed. A growth temperature of the LT III-V layer and a growth temperature of the III-V quantum well layer are lower than a growth temperature of each of the first, second, third and fourth III-V layers.

Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to generate a current keyframe point cloud based on pairs of stereo images while a stereo camera travels through a scene determine a similar viewpoint query matrix and an opposing viewpoint query matrix based the current keyframe point cloud. A distance matrix and an opposing view distance matrix can be generated by comparing the similar viewpoint query matrix and the opposing viewpoint query matrix to reference matrices. A relative pose between a stereo camera and a reference can be determined to determine a location in the scene during travel of the stereo camera through the scene by performing sequence matching in the distance matrix and the opposing view distance matrix to determine a minimum sequence.

Abstract: The present disclosure relates to solid state forms of Reproxalap salts, processes for the preparation thereof, pharmaceutical formulations/compositions thereof, and methods of use thereof.

Abstract: In some embodiments, apparatuses and methods are provided to support individuals in a retail environment. Some embodiments, provide systems, comprising: a plurality of cameras positioned in a retail store; an image processing control circuit configured to determine a customer field of view; a product identification control circuit configured to identify a set of multiple products within the identified customer field of view, assign a viewing probability to each product without the first customer having to touch the first product; a product selection control circuit configured to determine a purchase probability of the first product; add the first product to a virtual electronic cart when the purchase probability of the first product exceeds a purchase probability threshold; and communicate instructions to control the worker personal computing device to instruct a worker to retrieve the first product.

Abstract: The present disclosure encompasses solid state forms of Ensifentrine, in embodiments crystalline polymorphs or salts of Ensifentrine, particularly Ensifentrine ethane-1.2-disulfonate, processes for preparation thereof, and pharmaceutical compositions thereof.

Abstract: A system (100) for sheet metalworking comprising a punch (1) connectable to a press (P), wherein the punch (1) is configured with a first electrical terminal (2). A die (3) configured with a die surface (DS), to support sheet metal (SM). A support member (4) movably disposed in the die (1), the support member (4) is provided with a second electrical terminal (5). The support member (4) and the punch (1) contacts a working portion (B) of the sheet metal (SM) at an axis (A-A) to supply electric current to a localized region (LR) of the working portion (B) for sheet metalworking.

Abstract: Computer implemented method for sovereign data storage comprising: authenticating a write request to upload data files to a global database system, determining relevant data types of the data files, determining a relevant regulatory domain associated with the data files out of a plurality of regulatory domains, applying regulatory domain rules associated with the one or more determined relevant regulatory domains to store the data files on one or more storage devices associated with the one or more relevant regulatory domains, assigning meta data information to the data files, the meta data information being based on regulatory domain rules associated with the one or more determined relevant regulatory domain, sending the data files to a storage engine according to the regulatory domain rules for storage of the data files, receiving a search key associated with the stored data files for local storage at the edge node and dispersing the search keys.

Abstract: A method for capturing a video in a User Equipment (UE) includes capturing a plurality of first frames of a video of a scene in a first mode upon detecting an initiation of a video capture; analyzing the captured plurality of first frames in the first mode to determine at least one second mode from a plurality of second modes for the video capture; capturing a plurality of second frames of the video in accordance with the at least one second mode from the plurality of second modes; recording metadata associated with the captured plurality of second frames in the second mode; applying the metadata associated with the plurality of second frames onto the plurality of first frames to generate a plurality of modified first frames; and merging the plurality of modified first frames with the plurality of second frames to generate an output video.

Abstract: Systems and methods of reconstructing execution call flows to detect anomalies are provided. A device can establish call flows using information extracted from a log file. Each of the call flows can identify information from the log file of a call flowing through a plurality of modules. The device can identify a count of a number of occurrences of one or more keywords in information of each call flow. The device can generate a vector of numbers for each call flow based at least on the count for the one or more keywords for that call flow. The device can classify each call flow into one or more clusters that indicate whether an operation of the call flow is anomalous. The device can classify each call flow using the vector of numbers for each call flow.

Abstract: Systems and methods include identifying a cloud application; performing one or more automated scripts to determine a first set of attributes of the cloud application; obtaining a second set of attributes of the cloud application based on a manual analysis; obtaining weighting factors for the first set of attributes and the second set of attributes; determining a risk score of the cloud application based on the first set of attributes and the second set of attributes and the associated weighting factors; and displaying the risk score of the cloud application. The steps can further include enforcing security policies for the cloud application based on the risk score, such as via one of a cloud-based system and a Cloud Access Security Broker (CASB) system.

Abstract: The present disclosure relates to solid state forms of Reproxalap salts, processes for the preparation thereof, pharmaceutical formulations/compositions thereof, and methods of use thereof.

Abstract: An apparatus disclosed herein includes memory; computer readable instructions; and programmable circuitry to be programmed by the computer readable instructions to: generate a reclamation recommendation based on a subset of entities eligible for reclamation, the subset of the entities meeting a resource requirement of a failed entity; reconfigure the subset of the entities to reclaim resources of the subset of the entities based on the reclamation recommendation; and execute the failed entity using the reclaimed resources of the subset of the entities.