Abstract: A gas operated setting tool comprising a piston rod and an outer tool assembly having a hollow interior within which the piston rod is disposed coaxially. The outer tool assembly comprises a top cap connected to the cylinder's upper end and a bottom connector connected to the cylinder's lower end. The piston rod comprises an upper section to which a firing head attaches and a lower section to which a setting adapter attaches. The piston section's exterior surface fits within and is sealed against the cylinder's interior surface. The piston rod has a hollow power charge chamber and port holes that open into the bottom connector's upper surface. A shear ring engages a counterpart surface feature to prevents axial movement of the outer tool assembly relative to the piston rod until the power charge has fired and sheared the shear ring.

Abstract: A circuit assembly for mounting on a vehicle assembly is provided. The circuit assembly may be a mountable sensor assembly. The assembly may include a housing with a cavity that houses a circuit, for example a sensor circuit. The circuit may be sealed in the cavity of the housing by epoxy. The housing may include a connector recess with terminals extending into the connector recess. The terminals may provide an electrical connection to the circuit. The housing may have openings between the cavity and the connector recess through which the terminals extend. One or more of the openings may have a cross sectional profile larger than the cross sectional profile of the terminal such that a passage is formed between the cavity and the recess after the terminal is inserted through the opening.

Abstract: The subject matter of this specification generally relates to preventing the distribution of forbidden network content. In one aspect, a system includes a front-end server that receives content for distribution over a data communication network. The back-end server identifies, in the query log, a set of received queries for which a given forbidden term was used to identify a search result in response to the received query even though the given forbidden term was not included in queries included in the set of received queries. The back-end server classifies, as variants of the given forbidden term, a term from one or more queries in the set of received queries that caused a search engine to use the given forbidden term to identify one or more search results in response to the one or more queries and prevents distribution of content that includes a variant.

Abstract: A computer-implemented method for online game streaming includes receiving a request from a remote client to access a user account. The request is received at a hosting service that includes one or more servers and identifies digital content including video games available to the user. Selection of a video game is received by the hosting service from the remote client. In response, the hosting service initiates a data rate test of the remote client to identify a maximum available data rate available between the remote client and one or more servers of the hosting service. The data rate test is performed to identify an active data rate for streaming interactive content of the video game. The method also includes assigning the remote client to a server and setting the compression level to attain the active data rate having packet loss and latency that is within a predefined acceptable level.

Abstract: One variation of a method for delivering a digital medicine experience to a user includes: loading the digital medicine experience at a sensory immersion vessel; calculating a target value of a bioindicator of the physiological state of the user, the target value of the bioindicator corresponding to a target physiological state of the user; at an initial time, rendering sensory representations of a set of elements in a multi-sensory virtual environment within the sensory immersion vessel at an initial progression rate; at a time during the digital medicine experience, succeeding the initial time, measuring a value of the bioindicator; calculating a progression rate through the digital medicine experience based on a difference between the value of the bioindicator and the target value of the bioindicator; and at a second time succeeding the time, rendering sensory representations of the set of elements in the multi-sensory virtual environment at the progression rate.

Abstract: Disclosed herein are systems and methods for enabling at least one autonomous device to traverse a three-dimensional space. An example system may comprise a first autonomous vehicle comprising a first sensor suite. The first autonomous vehicle may traverse the three-dimensional space in accordance with a path planned vector. The path planned vector may be dynamically updated based on a first vector associated with a first object identified based on data received from the first sensor suite. The example system may comprise a first aerial vehicle comprising a second sensor suite. The first aerial vehicle may traverse the three-dimensional space based on at least one of data provided by the second sensor suite, the first sensor suite, and other aerial vehicles. The path planned vector may be dynamically updated based on data received from at least one of the first sensor suite, the second sensor suite, and cloud interface data.

Abstract: A computerized personal assistant communicatively couples to a computer database including a plurality of available skills for the computerized personal assistant. The computerized personal assistant recognizes a current context of the user. The computerized personal assistant operates a previously-trained machine learning classifier to assess a match confidence for a candidate skill, the match confidence indicating a quality of match between the current context and a reference context previously associated with the candidate skill. The computerized personal assistant executes instructions defining an assistive action associated with the candidate skill responsive to the match confidence exceeding a predefined match confidence threshold. The computerized personal assistant executes the instructions defining a complementary help action associated with the candidate skill responsive to the match confidence not exceeding the predefined match confidence threshold.

Abstract: An automated predictive analytics system disclosed herein provides a novel technique for industry classification. Leveraging specific API to construct a database of companies labeled with the industries to which they belong, the automated predictive analytics system trains a deep neural network to predict the industries of novel companies. The automated predictive analytics system examines the capacity of the model to predict six-digit NAICS codes, as well as the ability of the model architecture to adapt to other industry segmentation schemas. Additionally, the automated predictive analytics system investigates the ability of the model to generalize despite the presence of noise in the labels in the training set. Finally, the automated predictive analytics system explores the possibility of increasing predictive precision by thresholding based on the confidence scores that the model outputs along with its predictions.

Abstract: A plurality of friction rods each of which is positioned in a hole around the retaining bore with a portion of each of the plurality of friction rods partially protruding into the retaining bore for directly engaging the shank of the tool for holding the shank of the tool in the retaining bore at the defined contact surfaces.

Abstract: An electric vehicle includes a stem and a base with wheels. The base is at a first end of the stem, with symmetrical elements of the base opposed across a stem axis. Elements on each side include a wheel, a drive motor, a platform and pivot joints. The wheel has an axis of rotation. The drive motor is connected to the wheel. The platform is between the wheel and the stem. A first pivot joint connects the stem and the platform. A second pivot joint connects the platform and the wheel. In a first orientation, the platforms are substantially perpendicular to the stem and in a second orientation the platforms are substantially parallel to the stem. The wheel axes are substantially parallel to each other and are substantially perpendicular to the stem axis in the first orientation and the second orientation.

Abstract: A cloud resource management system trains, through ensemble learning, multiple time series forecasting models to forecast a future idle time of a virtual machine operating on a cloud computing service. The models are trained on historical usage and metric data of the virtual machine. The metric data includes CPU usage, disk usage and network usage. A select one of the models having the best accuracy for a target virtual machine is used in a production run to predict when the virtual machine will be idle. At this time, the virtual machine may be automatically shutdown in order to reduce the expense associated with the continued operation of the virtual machine.

Abstract: The present invention provides capsular polysaccharides from Streptococcus pneumoniae serotypes identified using NMR. The present invention further provides polysaccharide-protein conjugates in which capsular polysaccharides from one or more of these serotypes are conjugated to a carrier protein such as CRM197. Polysaccharide-protein conjugates from one or more of these serotypes may be included in multivalent pneumococcal conjugate vaccines having polysaccharides from multiple additional Steptococcus pneumoniae serotypes.

Abstract: Injectable baclofen formulations and methods that are bioequivalent in terms of plasma baclofen exposure to oral dosage forms but with reduced exposure ratios of baclofen to the M1 metabolite.

Abstract: A computerized system automatically ensures that data from a data partner has been ethically sourced. The system reviews websites associated with URLs provided by the data provider, and privacy policy data is extracted and captured. A keyword set is used to analyze the privacy terms of websites associated with the URLs. URLs associated with websites that ethically collect data are stored in a URL database, or the URLs are given a flag or score, such that these URLs need not be checked each time a new data partner identifies these URLs as the source of its data. The system may periodically re-check the URLs to ensure that no changes have been made to the corresponding website's data collection practices.

Abstract: A method and apparatus for providing user key material from a server to a client is disclosed. The method comprises receiving a first message from the client in a server, the first message having a user key material request, an access token and an identifier of a transport key (TrK-ID), validating the user key material request according to the access token, generating a response having user key material responsive to the user key material request, encrypting the response according to the transport key (TrK), and transmitting a second message comprising the response from the server to the client. The client decrypts the second message according to the transport key (TrK) and validates the second message using the identifier of the transport key (TrK-ID).

Abstract: A boom arm assembly includes an anchoring portion for attachment to an anchoring surface, and a mounting portion for attachment to an auxiliary electrical device. A telescoping link includes an elongate outer member and an elongate inner member. The outer member has a first distal defining a ball joint which is connected to the anchoring portion or the mounting portion, and the inner member has a second distal end defining a ball joint connected to the anchoring portion or the mounting portion. The inner member telescopes within the internal through bore of the outer member. An internal through bore of the inner member and an internal through bore of the outer member align with each other to allow passage of the flexible elongate supply link from the anchoring portion to the mounting portion. A locking mechanism connects locking relative movement between the inner member and the outer member.

Abstract: A vaporizer device and associated methodology for providing accurate sampling through substantially efficient, complete and uniform single pass vaporization of a liquid sample by avoiding liquid pre-vaporization and downtime attributable to system damage from incomplete vaporization, particularly in the distribution, transportation, and custody transfer of natural gas. The vaporizer device includes at least one input port for receiving a liquid sample, a channel for directing the liquid to a vaporizer core and a heating assembly within the vaporizer core configured to flash vaporize the liquid sample. The vaporized sample can then be passed to an outlet for sample analysis.

Abstract: A method of making a stator for a rotating electrical machine in which a tooth segment from a high saturation induction material and a yoke segment from a silicon steel material. The tooth segment is bond to yoke segment, thereby producing a stator with at least two magnetic saturations.

Abstract: A user of a client can access an application using privileged credentials without having direct access to or knowledge of the privileged credentials. The user's access to the application can also be monitored using a custom protocol including recording the user's interactions with the application while logged in with the privileged credentials.

Abstract: A photovoltaic cell may include a substrate configured as a single light absorption region. The cell may include at least one first semiconductor region and at least one second semiconductor region arranged on or in the substrate. The cell may include a plurality of first conductive contacts arranged on the substrate and physically separated from one another and a plurality of second conductive contacts arranged on the substrate and physically separated from one another. Each first conductive contact may be configured to facilitate electrical connection with the at least one first semiconductor region. Each second semiconductor conductive contact may be configured to facilitate electrical connection with the at least one second semiconductor region. Each of the first conductive contacts may form at least one separate cell partition with at least one of the second conductive contacts, thereby forming a plurality of cell partitions on or in the substrate.