Abstract: Disclosed is a method and an oral composition for treating CNS disorders. An embodiment of the invention comprises orally administering an allopregnanolone containing composition to a subject having a CNS disorder. Exemplary CNS disorders include sleep disorders, mood disorders, dysthymic disorders, bipolar disorders, anxiety disorders, stress disorders, compulsive disorders, schizophrenia spectrum disorders, convulsive disorders, memory disorders, cognition disorders, movement disorders, personality disorders, autism spectrum disorders, substance abuse disorders, dementia, pain, traumatic brain injury (TBI), vascular disease, withdrawal syndrome, and tinnitus. The composition and methods disclosed herein exhibit effective oral absorption/bioavailability.

Abstract: A hybrid circuit breaker is disclosed, which comprises an input connector for a power grid, an output connector for a load and a current path in-between. Furthermore, the hybrid circuit breaker comprises an electro-mechanical bypass switch being arranged in the current path and a semiconductor circuit in parallel with the electro-mechanical bypass switch. Further on, the hybrid circuit breaker comprises a control unit being capable of controlling a commutation from the current path, in which the electro-mechanical bypass switch is arranged, to the semiconductor circuit in case of a switch off operation. The electro-mechanical bypass switch is embodied as a vacuum interrupter, which comprises a switching contact and an actuator being designed to drive the switching contact.

Abstract: In one aspect, a computer-implemented method includes: identifying a plurality of storage devices accessible to a node of a computer cluster, the storage devices being identified as not having labels; determining one or more attributes of individual ones of the storage devices; determining, by the node, intended uses of the storage devices based on comparing the determined attributes to attributes defined within a configuration file; and generating labels for the storage devices based in least in part on the determined intended uses; and applying the labels to the storage devices.

Abstract: The disclosure is generally directed to a method and system for charge station management including collecting data related to a plurality of charge stations, the data identifying location data, an operator, and a data provider for each of the plurality of charge stations; collating the data to match the location data with the operators of each of the plurality of charge stations; and sequentially merging the location data based on a set of criteria including the data from each of the data providers within a predetermined configurable radius defining a perimeter surrounding each data provider-identified location. Collecting raw data includes receiving the raw data from crowd-sourced data providers; receiving the raw data from the operators of the plurality of charge stations; and organizing the raw data as batch data.

Abstract: Temporarily limiting access to a storage device, including: determining that a storage device of a plurality of storage devices in a storage system is operating outside of a defined performance range; determining that the storage device operating outside of the defined performance range may be caused by a rehabilitative action performed on the storage device; and modifying a storage operation issuance policy for one or more storage devices of the plurality of storage devices until a determination that the storage device is operating within the defined performance range.

Abstract: A method, apparatus, and program product dynamically suggest and/or generate data quality visualizations for users of an oil and gas data management system based upon tracked user interaction with the data management system. By tracking user interaction with various data maintained by the oil and gas data management system, a user responsible for particular data may be prompted to view a visualization associated with the quality of such data, thereby improving the user experience and in many cases leading to data quality issues being addressed in a more responsive and efficient manner.

Abstract: Methods, systems, articles of manufacture, apparatus and methods are disclosed to generate flow and audio multi-modal output. An example apparatus includes interface circuitry, machine-readable instructions, and at least one processor circuit programmed by the machine-readable instructions to train an unsupervised image model to generate flow tensors based on a reference frame and a driver frame, the flow tensors representing at least one of rotation information or translation information. The example apparatus also includes at least one processor circuit programmed by the machine-readable instructions to train a denoising diffusion probabilistic model (DDPM) based on (a) the flow tensors, (b) audio distributions and (c) prompt signals, the trained DDPM to temporally align the flow tensors with the audio distributions.

Abstract: A data dictionary generation system automatically populates and updates a data dictionary for listings offering shared data. A data dictionary includes metadata describing the shared data, including the individual objects, such as the individual tables, schemas, views, and functions. The shared data and each individual data object may be described in the data dictionary by a set of data fields that corresponds to the shared dataset or the object type of the individual object. The data dictionary can be presented to data consumers along with the description of the listing to provide data consumers with a comprehensive description of the shared data provided by a listing, including a high-level summary of the shared data and description of each individual object included in the shared data. The data dictionary allows data consumers to understand the contents of the shared data and how to use the shared data.

Abstract: At least one aspect of the present disclosure is directed to systems and methods of secure and privacy preserving device classification. A server can maintain a plurality of data records, each including an indication of a request and a known classification value. The server can train a context obfuscation model using each of the plurality of requests and known classification values. The server can train a classification model using resources and category information from a data structure in the memory of the client device. The server can transmit the context obfuscation model to a different plurality of client devices. The server can receive a request for classification including a classification vector and request metadata. The server can determine the classification of the device responsible for the request using the classification model. The server can transmit the device classification to the device responsible for the request.

Abstract: A data dictionary generation system utilizes a background service that is programmed to automatically populate and update a data dictionary for listings offering shared data. A data dictionary includes metadata describing the shared data overall as well as the individual objects included in the listing, such as the individual tables, schemas, views, and functions. To generate the data dictionary, the data dictionary generation system analyzes the shared data to identify objects, identifies a set of data fields associated with each identified object and populates the set of data fields associated with each identified object based on the shared data offered by the listing. To ensure that a data dictionary for each listing remains up to date, the data dictionary generation system periodically scans the listings to identify any changes to share access granted to the listings.

Abstract: Techniques described herein allow a standby DBMS to maintain consistency of results for transactions that include redirected DML commands without requiring the standby DBMS to delay execution of queries that do not require changed objects. Specifically, a standby session records DML target object (DTO) record with information regarding DML-changed objects and transaction information from the primary DBMS. Using DTO records, the standby DBMS ensures that results of any additional queries include changes made by the redirected DML commands without delaying execution of queries that do not access changed objects. If a target object in a standby query is in a DTO record, then query execution is delayed until the standby database is updated to the timestamp indicated in the DTO record. Thus, the delayed query has access to changes made by the DML command. Otherwise, the query is immediately executed without waiting for the standby database synchronization.

Abstract: Described herein, in part, are dosage forms and compositions useful for preventing and/or treating a disease or condition relating to aberrant function of a T-type calcium channel, such as epilepsy and epilepsy syndromes (e.g., absence seizures, juvenile myoclonic epilepsy, or a genetic epilepsy), tremor (e.g., essential tremor), and psychiatric disorder (e.g., mood disorders (e.g., major depressive disorder)). The present invention further comprises methods for modulating the function of a T-type calcium channel.

Abstract: The subject technology provides embodiments for supporting a unified table which may be a managed table or an unmanaged table. Managed tables are those where the subject technology manages the metastore/catalog for the table, whereas unmanaged tables are tables where an external catalog controls the table and the subject technology integrates with that catalog to work with the table, but does not assume control of the table.

Abstract: An example method of handling, at a hypervisor on a host in a virtualized computing system, a write input/output (IO) operation to a file on a storage device having a virtual machine file system (VMFS) is described. The method includes: generating logical transactions for the write IO operation having updates to metadata of the VMFS for the file; estimating, for the logical transactions, common space reservations for those of the updates to common fields in the metadata for the file; estimating, for the logical transactions, exclusive space reservations for those of the updates to exclusive fields in the metadata for the file; batching the logical transactions into a physical transaction, which includes a single reservation of space in a journal of the VMFS based on the common space reservations and a reservations of space in the journal for each of the exclusive space reservations, respectively.

Abstract: In general, the current subject matter relates to automated upgrade and fallback across multiple operating system (“OS”) instances. In some implementations, automated upgrade and fallback across multiple OS instances can include attempting to boot an OS from a first Basic Input/Output System (BIOS) pre-stored in a first partition of a memory of a communication device in a wireless communication system. The OS can run on the communication device in response to the OS booting successfully from the first BIOS, and the method can further include, in response to the OS not booting successfully from the first BIOS, automatically attempting to boot the OS from a second BIOS pre-stored in a second partition of the memory of the communication device.

Abstract: Techniques are described herein for performing authentication, and also “eager” or “lazy” fetch of data, for restricted webpages based on the restricted webpages being associated with an authentication tier in an AASD registry. Inclusion of a restricted webpage in the AASD registry enables AASD-based authentication for the webpage. According to embodiments, information for a restricted webpage included in the AASD registry includes one or more of the following for the webpage: an identifier, an authentication level, allowed fields, eager fetch fields, one or more sources for one or more fields, etc. When information for a webpage is included in the AASD registry, that information is used to perform eager fetch for one or more fields of the webpage that are not associated with authentication requirements indicated in the AASD registry information, or whose authentication requirements are already fulfilled by the requesting client.

Abstract: Described are porous membrane products that contain two or more membrane layers bonded together at a portion of the area of the membranes, methods and system for preparing the porous membrane products, and methods of using the porous membrane products.

Abstract: Disclosed are pharmaceutical compositions and oral dosage forms including capsules containing (17-?)-3-oxoandrost-4-en-17-yl tridecanoate, and related methods. The capsule fill can include an additive and about 14 wt % to about 42 wt % for androst-4-en-17?-ol-3-one esters that comprise (17-?)-3-oxoandrost-4-en-17-yl tridecanoate or a combination of (17-?)-3-oxoandrost-4-en-17-yl undecanoate, (17-?)-3-oxoandrost-4-en-17-yl dodecanoate, and (17-?)-3-oxoandrost-4-en-17-yl tridecanoate. A single oral administration to a male subject of one or more dosage forms with a total androst-4-en-17?-ol-3-one equivalent dose of about 150 mg to about 895 mg is provided. In another embodiment, a method for providing a serum concentration of androst-4-en-17?-ol-3-one within a target PK performance for a male subject is provided.

Abstract: The present disclosure is directed to an air filter sensor system that can monitor a status of a filter and provide information to a remote system regarding the filter's status. The system can receive, by a computing server via one or more computer networks and from each of a plurality of sensor assemblies coupled to a corresponding plurality of air filters, information indicative of filter contamination levels respectively associated with each corresponding air filter of the plurality of air filters. Each of the respective filter contamination levels being provided by one sensor assembly of the plurality of sensor assemblies based at least in part on a difference in detected air pressure between first and second sides of the corresponding air filter.

Abstract: This application relates to modifications and enhancements to assemblies used with integrated circuits. In the described embodiments, multiple thermal components (e.g., vapor chambers, fin stacks, heat pipes) can be used to provide a dual-sided thermal energy extraction solution for a circuit board and an integrated circuit located on the circuit board. The thermal components can provide thermal energy dissipation capabilities for additional heat-generating components on the circuit board. Additionally, multiple plates can provide a compression force used to maintain contact between the integrated circuit and the circuit board, and in particular, between contact pads of the integrated circuit and pins, or springs, of a socket located on the circuit board.