Abstract: Methods and systems are disclosed for optimizing record placement in defragmenting a graph database. Issues with fragmented data within a graph database are addressed on the record level by placing data that is frequently accessed together contiguously within memory. For example, a dynamic rule set may be developed based on dynamically analyzing access patterns of the graph database, policies, system characteristics and/or other heuristics. Based on statistics regarding normal query patterns, the systems and methods may identify an optimal position for certain types of edges that are often traversed with respect to particular types of nodes.

Abstract: Dump file content and other event data is pruned and prioritized to assist analysis of hangs, crashes, and other circumstances. An event data pruner condenses or excludes certain event data. A cluster creator creates clusters from pruned and vectorized event data, using a clustering algorithm and a similarity metric, without any prior specification of the desired number of clusters. A cluster ranker ranks clusters according to event data volume and thread importance, thus prioritizing the event data for inspection. A results presenter configures a user interface to present ranked clusters, their associated data, data reduction statistics, regression analysis results, and other data reduction processing results. Thus, the innovative functionality assists analysis and prioritized inspection of event data by an analyst, surfacing organized event data that is relevant to the circumstance under investigation, or supporting comparison of clusters from before and after a change in the circumstance, or doing both.

Abstract: Methods, systems, and devices for designing and implementing power and cooling fluid in a computing environment such as an electronics rack are disclosed. The disclosed methods and systems may provide for a high degree of power distribution and cooling fluid distribution reliability. To provide for a high degree of reliability, the system may include a number of protective features that may reduce the likelihood of connectors used for power and cooling fluid distribution from being damaged. The system may also provide for segregation of power distribution components from cooling fluid distribution components. The rack configurations include codesign of the server and rack to form the physical segregation. The segregation may reduce the chance of these components impacting the operation of other components.

Abstract: A packaging machine is provided for producing single and multiple compartment film wrapped pouches. Multiple linear motors allow aspects of the forming, filling, cutting and discharging to run at different speeds. The pouches are formed, filled and discharged from platens that are secured to movers that proceed through the packaging process by following magnetic fields created by independently controlled linear motors. Overall, cycle time is decreased as a result of speeding up parts of the process, including the platen return process, possible because there is no mechanical connection and not a single conveyor moving the platens while the other parts of the process may be simultaneously slowed down or even temporarily stopped. Changeover of platens, to accommodate different products, such as single compartment pouch to multiple compartment pouches, is also simplified because platens are simply connected to the movers and are thus easily removed and replaced.

Abstract: A method for execution by a computing device includes obtaining a phrase that includes string of words and generating a valid sequence of words utilizing the phrase. The method further includes identifying a set of identigens for each word of the valid sequence of words to produce sets of identigens. The method further includes identifying, for each identigen of the sets of identigens, a word type associated with phrase structure grammar rules to produce sets of identigen-type associations. The method further includes interpreting, utilizing the phrase structure grammar rules, the sets of identigen-type associations to produce an entigen group. The entigen group represents a most likely interpretation of the phrase.

Abstract: A retractable shower floor in various embodiments is convertible between an operating position and a retracted position. The retractable shower floor in the operating position spans across a bathtub and facilitates support of at least one person and drainage of water through the retractable shower floor and into the bathtub underneath. The retractable shower floor in the retracted position facilitates unobstructed use of the bathtub.

Abstract: A syndesmotic reconstruction guide assembly is disclosed. The syndesmotic reconstruction guide assembly includes a medial arm, a medial foot, and a lateral arm. The medial foot is rotatably connected to the medial arm with at least one degree of freedom. The lateral arm is slidably connected to the medial arm at an end opposite the medial foot. The lateral arm includes a lateral foot. The medial foot and the lateral foot are adapted to clamp bones of a syndesmotic joint therebetween.

Abstract: Systems and methods for a weakly supervised action localization model are provided. Example models according to example aspects of the present disclosure can localize and/or classify actions in untrimmed videos using machine-learned models, such as convolutional neural networks. The example models can predict temporal intervals of human actions given video-level class labels with no requirement of temporal localization information of actions. The example models can recognize actions and identify a sparse set of keyframes associated with actions through adaptive temporal pooling of video frames, wherein the loss function of the model is composed of a classification error and a sparsity of frame selection. Following action recognition with sparse keyframe attention, temporal proposals for action can be extracted using temporal class activation mappings, and final time intervals can be estimated corresponding to target actions.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for natural language processing. One of the method includes receiving a voice input from a user device; generating a recognition output; receiving a user selection of one or more terms in the recognition output; receiving a user input of one or more letters replacing the user selected one or more terms; determining suggested correction candidates based in part on the user input and the voice input; and providing one or more suggested correction candidates to the user device as suggested corrected recognition outputs.

Abstract: A method is provided for interacting with audience members in an event, each of the potential attendees having available thereto a unique identifier. The method comprises creating, for an attendee, a unique ID (UID) on a mobile wireless device (MWD) by the steps of inputting to the MWD one of the unique identifiers, combining the obtained unique identifier with a UID time stamp at the time of creation of the UID; receiving with a server on a first wireless channel communications from the MWD; registering the UID at the physical location of the event; generating a visual query; displaying on the MWD response indicators; receiving at the server from the registered attendee a response, to the query over the first wireless channel; and storing in a database on the server the received response in association with the displayed query.

Abstract: Oil well auxiliary power system. The oil well auxiliary power system includes a prime mover coupled to a pumpjack. The prime mover comprises a motor. A stub shaft is coupled to the motor of the prime mover. A gear system is coupled to the stub shaft. A generator is coupled to the gear system.

Abstract: A system for identifying a longevity element to optimize supplement decisions is disclosed. The system includes a computing device configured to capture an identifier of a first longevity element using a data capturing device. The computing device is configured to receive a longevity inquiry from a remote device generating a longevity inquiry from the identifier, the longevity query identifying the first longevity element. The system retrieves a biological extraction pertaining to a user and identifies a longevity element associated with a user. The system selects an ADME model utilizing a biological extraction. The system generates a machine-learning algorithm utilizing the selected ADME model to input a longevity element associated with a user as an input and output an ADME factor. The system identifies a tolerant longevity element utilizing an ADME factor. A method for identifying a longevity element to optimize supplement decisions is also disclosed.

Abstract: A system for obtaining energy consumptions, savings and cost reduction in structures adapted for human habitation which includes the utilization of a plurality of mats including phase change material encapsulated within first and second layers of plastic material having heat transfer capability disposed within the plenum area above a ceiling of a room within a building with the amount of phase change material contained within each mat being between 0.5 lbs. and 0.67 lbs. per square foot.

Abstract: In embodiments of the present disclosure, there is provided a solution for establishing queues between threads in a user space. After creating a first thread on a first application and creating a second thread and a third thread on a second application, a socket connection between the first application and the second application is established in the user space of the operating system. Then, a first queue is established between the first thread and the second thread, while a second different queue is established between the first thread and the third thread. Embodiments of the present disclosure can avoid lock-based queue sharing by setting a separate queue for each pair of threads. Thus, the luckless queue mechanism according to embodiments of the present disclosure can improve the performance of the operating system significantly.

Abstract: A system includes a processing system and a memory system. The processing system includes one or more processors. The memory system includes one or more computer-readable media that contain instructions that, when executed by the processing system, cause the processing system to perform operations. The operations include detecting a loading of a webpage including a document object model (DOM). The operations also include analyzing the DOM to identify a first element in the DOM. The operations also include determining, based on the first element, that the webpage is configured to accept payments. The operations also include receiving, from a provider server, a virtual token which corresponds to a user account. The operations also include injecting information from the virtual token into one or more account number fields on the webpage.

Abstract: The present invention relates to poly(ether ketone ketone) (PEKK) polymers, a method for the manufacture thereof, to articles and composites made therefrom, to methods of making the composites, and composite articles including the PEKK composites. It was surprisingly discovered that by synthesizing the PEKK polymers from low-metal monomers and selectively controlling the relative amounts of reactants during the synthesis, PEKK polymers having unexpectedly improved melt stability can be obtained. The PEKK composites including the PEKK polymers are especially well-suited for fabrication of thick composite parts where melt stability of the polymer matrix is important.

Abstract: In some implementations, a masking device may receive rules and a document object model (DOM) structure. Each rule may indicate a corresponding element, a corresponding pattern, and a type of remediation. The DOM structure may include elements, where each element is associated with text. The masking device may traverse the DOM structure to identify elements that map to corresponding elements indicated by the rules. The masking device may determine whether text, associated with the identified elements, is sensitive information by determining whether the text maps to corresponding patterns indicated by the rules. The masking device may perform validation on the sensitive information. The masking device may modify the DOM structure based on the sensitive information, the validation, and a type of remediation indicated by the rules. Accordingly, the masking device may output the modified DOM structure.

Abstract: A tubular for reservoir fines control includes a body having an outer surface and an inner surface defining a flow path. A plurality of openings is formed in the body connecting the outer surface and the flow path. A pre-formed member including a material mesh is overlaid onto the outer surface. The material mesh is formed from a material swellable upon exposure to a selected fluid. The material mesh has a selected porosity allowing methane to pass into the flow path while preventing passage of fines.

Abstract: A power rack attachment system and associated method are provided. An example of the power rack attachment system includes a hand crank and a gearbox coupled to the hand crank, the gearbox comprising a plurality of gears connected to a lead screw, wherein the plurality of gears causes the lead screw to rotate in a vertical translation based on a radial motion of the plurality of gears. The power rack attachment system includes a guide housing connected to the gearbox, the guide housing comprising the lead screw, a vertically translating nut, and a guide rod, wherein the lead screw is connected to the vertically translating nut, such that rotation of said lead screw leads to vertical translation of said vertically translating nut. The power rack attachment includes a j-cup connected to the vertically translating nut, wherein the vertical translation of the vertically translating nut causes vertical translation of said j-cup.