Abstract: Sound or video systems are used to deliver predetermined content to a customer audience. It is important to validate that the intended material is being received and understood by the targeted audience. Sound or video system service providers prove their value by providing feedback metrics that the system is working as expected. The present invention automates and enhances this process and makes the validation continuous for constant validation at a much lower cost. Enhancements creates metrics beyond a human's ability to discern the quality of the service. The also includes features that can automatically determine the cause and recommended solution if the system's performance is not as expected. The metrics are then aggregated for full system wide operation in a graphical and tabular analytic interface.

Abstract: A patient interface system for delivery of a supply of air at positive pressure to the entrance of a patient's airways for treatment of sleep disordered breathing includes an air delivery tube connected to a flexible portion of a plenum; a vent structure having sufficient rigidity to support its own weight under gravity and/or not to block or fold under tube movement or tube drag; and a patient interface structure. The patient interface structure includes a seal forming structure arranged on a top portion of the plenum; and a seal positioning and stabilizing structure connected to a flexible portion of the plenum. The seal-forming structure is substantially decoupled from a tube drag force.

Abstract: The techniques disclosed herein enhance the efficiency and functionality of directory systems. This is accomplished by augmenting a primary table with an extended table for storing properties of an associated entity (e.g., a user, a company). A table serves to organize directory data and comprises rows and columns. Each row of the primary table stores an entity with each column storing an associated property. In contrast, the primary table is configured with an extended table in which each row of the extended table stores a property for an associated entity while each column stores additional information for the property such as timestamps and metadata. Storing specific properties in the extended table eliminates empty spaces in the primary table thereby reducing the volume of stored data. Moreover, by including additional data for properties, the extended table enables property-specific features such as search, synchronization, extensibility, and lifecycle management.

Abstract: A junctional tourniquet apparatus and related methods of use. An exemplary tourniquet has an inverted cone shape, wherein a narrower end has a mushroom shaped base that is pressed against a compression target and a broader end has a plurality of pass-through slots for straps. Another exemplary tourniquet has a broad plate component and a handle component. The handle component has a mushroom shaped base on a first end and a handle on a second end. The handle component passes through the center of the plate component with threads that allow the handle component to compress a target by twisting the handle.

Abstract: A system and method for designing a physical system using a genetic algorithm includes building a plurality of data structures necessary to build, heal, and verify a plurality of dependency chains; ensuring that multiple dependencies in a respective one of the plurality of dependency chains are represented correctly; removing any dependencies that will be trivially satisfied at random; in response to determining that one or more dependencies is consistent with another dependency, considering one or more combinations of dependencies; and building configurations that satisfy the dependencies and combinations of dependencies by associating the dependencies and combinations of dependencies with selected technology options and recursively specifying and/or revising additional technology options that are consistent with the dependencies or combinations of dependencies, until a configuration is fully specified.

Abstract: Provided is a process including: obtaining, for a plurality of entities, entity logs, wherein: the entity logs comprise events involving the entities, a first subset of the events are actions by the entities, at least some of the actions by the entities are targeted actions, and the events are labeled according to an ontology of events having a plurality of event types; training, with one or more processors, based on the entity logs, a predictive machine learning model to predict whether an entity characterized by a set of inputs to the model will engage in a targeted action in a given duration of time in the future; and storing the trained predictive machine learning model in memory.

Abstract: A forecast for compatible advertisement opportunities, compatible with a class of advertisements, that will be available over a future time period is generated. For a content item associated with one or more advertisement opportunities, one or more compatible advertisement opportunities of the one or more advertisement opportunities are determined based on characteristics of the class of advertisements. Expected output of the content item over the future time period may be determined from historical data of output of other content items similar to the content item, and may be adjusted based on additional information, such as actual output of the content item. The forecast may be generated from the compatible advertisement opportunities associated with the content item and the expected output of the content item.

Abstract: The present invention provides methods of treating mycobacterial infections or mycobacterial diseases by administering a tetracycline compound, e.g., omadacycline, or a pharmaceutically acceptable salt thereof.

Abstract: Distributions of on-chip inductors for monolithic voltage regulation are described. On-chip voltage regulation may be provided by integrated voltage regulators (IVRs), such as a buck converter with integrated inductors. On-chip inductors may be placed to ensure optimal voltage regulation for high power density applications. With this technology, integrated circuits may have many independent voltage domains for fine-grained dynamic voltage and frequency scaling that allows for higher overall power efficiency for the system.

Abstract: Increasing the pressure of a slurry by a filter press in which mineral oxide reacts with carbon dioxide enhances the formation of the carbonate by increasing the solubility and availability of carbon dioxide, accelerating reaction rates, shifting equilibria favorably, and promoting the formation of reaction intermediates like bicarbonate ions. A more efficient and faster synthesis of metal carbonates results.

Abstract: Systems and methods for providing a seamless automatic repeat request (ARQ) stream are provided. The system can include a plurality of streaming servers, a load balancer, and an ARQ streaming service. The ARQ streaming service obtains encoded content segments and transmits the segments to a plurality of streaming servers. The plurality of streaming servers is configured to transmit the encoded content segments to a client computing device, and a load balancer is implemented between the client computing device and the plurality of streaming servers. When the client computing device sends a response message to the ARQ streaming service while receiving the encoded content segments from one of the plurality of streaming servers, the ARQ streaming service may identify a failure in the streaming server. The ARQ streaming service retransmits lost encoded content segments by switching the streaming path to another streaming server from the plurality of streaming servers.

Abstract: Disclosed is a polyimide having a repeat unit structure of Formula III In Formula III: Ra represents one or more different tetracarboxylic acid component residues; and Rb represents one or more different aromatic diamine residues or aromatic diisocyanate residues. 5-100 mol % of Ra has Formula II In Formula II: R1 is H, halogen, cyano, hydroxyl, alkyl, heteroalkyl, alkoxy, heteroalkoxy, fluoroalkyl, silyl, hydrocarbon aryl, substituted hydrocarbon aryl, heteroaryl, substituted heteroaryl, ally, or vinyl; R2 is halogen, cyano, hydroxyl, alkyl, heteroalkyl, alkoxy, heteroalkoxy, fluoroalkyl, silyl, hydrocarbon aryl, substituted hydrocarbon aryl, heteroaryl, substituted heteroaryl, ally, or vinyl; R3 and R4 are the same or different and are alkyl, fluoroalkyl, or silyl; x and y are the same or different and are an integer from 0-2; and * indicates a point of attachment.

Abstract: Distributions of on-chip inductors for monolithic voltage regulation are described. On-chip voltage regulation may be provided by integrated voltage regulators (IVRs), such as a buck converter with integrated inductors. On-chip inductors may be placed to ensure optimal voltage regulation for high power density applications. With this technology, integrated circuits may have many independent voltage domains for fine-grained dynamic voltage and frequency scaling that allows for higher overall power efficiency for the system.

Abstract: Static analysis of a code base is expanded beyond finding faults to also find code instances where a particular fault could have occurred but did not. A conformance count reflects code portions that satisfy a specified coding rule per static analysis, and a nonconformance count reflects code portions that do not satisfy the coding rule. Various metrics computed from the conformance count and nonconformance count drive software development quality assessments. For example, bugs or bug categories may be prioritized for developer attention, static analysis tools are evaluated based on the metrics, to reduce noise by eliminating low-value bug alerts. Particular areas of expertise of developers and developer groups are objectively identified. Source code editors are enhanced to provide specific recommendations in context. Other quality enhancements are also provided.

Abstract: Disclosed is a polyimide having a repeat unit structure of Formula IV In Formula IV: Ra is the same or different at each occurrence and represents one or more tetracarboxylic acid component residues; and Rb is the same or different at each occurrence and represents one or more aromatic diamine residues. 30-100 mol % of Rb has Formula II In Formula II: R1 and R2 are the same or different at each occurrence and are halogen, alkyl, fluoroalkyl, silyl, alkoxy, fluoroalkoxy, or siloxy; a and b are the same or different and are an integer from 0-4; c and d are the same or different and are 1 or 2; and * indicates a point of attachment.

Abstract: At least a part of a stator for a vacuum pump, comprising: a plurality of walls defining therebetween at least a part of a pumping chamber; a channel formed within one or more of the walls of the plurality of walls, the channel comprising a first opening at a first end of the channel and a second opening at a second end of the channel, the first opening being an opening in an internal surface of the one or more of the walls and being in fluid communication with the pumping chamber; and a pressure relief valve disposed within the channel.

Abstract: At least a part of a stator for a vacuum pump, comprising: a first wall and one or more sidewalls extending therefrom, the first wall and the one or more sidewalls define an internal cavity, and an outlet channel formed through a sidewall of the one or more sidewalls, the outlet channel having an opening at an internal surface of one or more of the sidewalls, the outlet channel being for allowing a fluid to flow from the internal cavity to an outside of the at least a part of the stator. The internal surface of the first wall is contiguous with the opening. Thus, liquid and particulate matter within the at least a part of a stator will tend to flow, due to gravity, out of the stator via the outlet channel.

Abstract: There is provided a compound having Formula I, Formula II, or Formula III. The variables are described in detail herein.

Abstract: A device to represent an image with a palette is disclosed. The device includes a processor, a memory communicatively coupled to the processor, and a logic. The logic includes a neural network to receive an input data to generate prediction data. The neural network includes a multi-step convolution pathway including a plurality of convolution steps, and a multi-step upsampling pathway including a plurality of upsampling steps. The plurality of upsampling steps includes an input to receive output data from a corresponding convolution pathway step. In response to receiving the input data, feature map output data is generated at the plurality of convolution steps, and at least one step of the plurality of upsampling steps utilizes at least the generated feature map data to generate prediction data. The neural network extracts one or more features from the input data, and generate the prediction data based on the one or more features.

Abstract: Systems and methods for representing phrases with palettes are disclosed. The system may include a processor, a memory communicatively coupled to the processor, and a logic. The logic can receive a phrase, generate a set of vectors associated with each identified words in the phrase, calculate a first overall vector associated with the received phrase based on a vector summation of the generated set of vectors, generate a palette for a set of colors including a predefined number of colors, and calculate a second overall vector associated with the palette based on a vector summation of the set of colors. The logic can further store the generated palette in response to a determination that a closeness ratio associated with the generated palette is larger than a predetermined threshold. The closeness ratio is defined as an inverse of a difference between the calculated overall vectors.