Abstract: Methods and systems are described for generating dynamic conversational responses using machine learning models. The dynamic conversational responses may be generated in real time and reflect the likely goals and/or intents of a user. The machine learning model may provide these features by monitoring one or more user actions and/or lengths of time between one or more user actions during conversational interactions.

Abstract: The disclosed technology includes an internal support structure for providing structural stability to an inflated airbed. The internal support structure may include an internal support wall connected to side panels by one or more side support beams. The internal support structure may further include corner support walls and a plurality of internal support beams to provide additional support.

Abstract: Example aspects include techniques for query processing over deep neural network runtimes. These techniques include receiving a query including a query operator and a trainable user defined function (UDF). In addition, the techniques include determining a query representation based on the query, and determining, for performing the query in a neural network runtime, an initial neural network program based on the query representation, the initial neural network program including a differentiable operators corresponding to the query operator. and executing the neural network program in the neural network runtime over the neural network data structure to generate a query result. Further, the techniques include training the initial neural network program via the neural network runtime to determine a trained neural network program, and executing the trained neural network program in the neural network runtime to generate inference information.

Abstract: Herein described are apparatuses, systems, and methods for measurement and reporting of channel state information within wireless network systems. In embodiments, an apparatus for a user equipment (UE) may include memory to store a rank indicator (RI), a precoding matrix index (PMI), and a channel quality indicator (CQI) of channel state information (CSI) for the UE. The apparatus may further include circuitry to concatenate the RI, the PMI, and the CQI to produce a concatenated CSI element, generate a CSI report that includes the concatenated CSI element, and cause the CSI report to be transmitted to a base station within a single slot. Other embodiments may be described and/or claimed.

Abstract: Techniques for snapshot classification involve generating a plurality of snapshots of a storage system at multiple times; clustering the plurality of snapshots into a first group of snapshots and a second group of snapshots based on data features of the plurality of snapshots; and determining a clean snapshot among the plurality of snapshots based on a comparison between the generation time of the first group of snapshots and the generation time of the second group of snapshots. Accordingly, a clean snapshot and a damaged snapshot can be automatically and quickly distinguished, thereby improving the efficiency of finding a clean snapshot and helping a user recover data quickly.

Abstract: A fast burst program sequence that reduces overall NAND flash programming time is disclosed. The burst program sequence includes maintaining a charge pump in an ON state and not fully discharging the WL/BLs at the conclusion of the programming phase of each program operation. As a result, the fast burst program sequence provides total program time savings over an existing cache program sequence by eliminating the full WL/BL discharge and charge pump reset that conventionally occurs after each program operation, which in turn, allows for the transfer of next page data from the page buffer to the data latches to be hidden within the program time of a prior/current program operation.

Abstract: An optical coherence tomography scanning system traverses its respective scan pattern quickly, typically completing an entire two-dimensional frame faster than a conventional raster scanner completes one raster line segment. To traverse the scan pattern quickly, the system takes fewer A-scans per length of scan pattern than a conventional OCT scanner. To compensate for the sparsity of the sample points along the respective scan line segments, and for gaps between respective line segments of the trajectory, the system acquires and combines several partially overlapping frames for each study.

Abstract: Methods, systems, and computer readable mediums for optimizing data processing are disclosed. According to one exemplary embodiment, a method for optimizing data processing includes receiving data usage information associated with at least one user-defined key performance indicator (KPI), determining, using the data usage information, optimization information for optimizing data processing, and providing the optimization information to at least one resource.

Abstract: Methods, systems, and computer readable mediums for sharing user activity data are disclosed. According to one example, a method includes receiving a collection of user activity records, wherein each of the user activity records is associated with at least one user-defined system management query and analyzing the collection of user activity records to identify one or more correlations existing among the user-defined system management queries. The method further includes generating system management compilation data based on the identified one or more correlations and distributing the system management compilation data to a plurality of subscriber entities.

Abstract: A probabilistic classifying system for a distributed computing environment includes a computer-executable system for obtaining multiple measured values associated with the operation of a plurality of resources of a distributed computing environment. The system uses the measured values to generate a health metric assessment using a probabilistic classifier in which the health metric assessment comprising one of multiple finite health metric assessments. The probabilistic classifier generates the health metric assessment according to the obtained measured values and a statistical inference upon at least a portion of a plurality of previously obtained measured values of the resources of the distributed computing environment.

Abstract: Aspects of the present disclosure involve converged infrastructures, and more particularly, systems that automatically select an application programming interface for use in connecting one or more components of the converged infrastructure with management software. Component information is obtained for a particular component within the converged infrastructure. The component information is used in conjunction with various selection metrics to identify an applicable application programming interface.

Abstract: An improved technique for communicating with components of an electronic system includes operating a driver according to a designated protocol but agnostically to the components themselves. Information about particular system components is supplied to the driver by respective data sources. To obtain discovery information about a component, the driver accesses a data source for the component and communicates with the component using the designated protocol. The driver thus operates merely as a conduit for component-specific information, which is supplied by the data sources rather than by the driver itself.

Abstract: The present invention pertains to pharmaceutical formulations containing propofol, methods for making such formulations, and methods for administering propofol at a pH above about 6.5, wherein the pain normally associated with propofol administration is reduced.

Abstract: An improved technique for communicating with components of an electronic system includes operating a driver according to a designated protocol but agnostically to the components themselves. Information about particular system components is supplied to the driver by respective data sources. To obtain discovery information about a component, the driver accesses a data source for the component and communicates with the component using the designated protocol. The driver thus operates merely as a conduit for component-specific information, which is supplied by the data sources rather than by the driver itself.

Abstract: The present invention pertains to pharmaceutical formulations containing propofol, methods for making such formulations, and methods for administering propofol at a pH above about 6.5, wherein the pain normally associated with propofol administration is reduced.