Abstract: Techniques are disclosed for generating a dynamic upgrade prediction. The prediction includes generating an initial upgrade prediction for an upgrade to be performed on a subset of component nodes; performing a real time progress review, using a centralized management node, of the upgrade, wherein each of the component nodes includes a number of stages; performing an upgrade duration comparison between the initial upgrade prediction and a real time upgrade time for a subset of the stages; and generating an updated upgrade prediction for the multi-component product upgrade based on the comparison between the initial upgrade prediction and the real time upgrade time.

Abstract: Techniques for training neural networks are provided. According to one set of embodiments, a first array is processed in a spreading component to produce a second array, where a first dimension of the first array corresponds to at least one sequence of approximately orthogonal numeric vectors representing tokens, and where the spreading component combines values along the first dimension. The second array is processed in a transformer neural network to determine correlations between the sequence, which produces a third array. One or more batches of the third array are processed in a de-spreading component to produce a fourth array.

Abstract: A method for executing multi-mode turns with a work vehicle includes transmitting initial steering and braking commands for controlling an operation of a steering actuator(s) and a steering brake(s), respectively, of the work vehicle to initiate execution of a multi-mode turning operation. The method also includes determining allowable steering and braking rates for the work vehicle based at least in part on an actual steering rate and an actual braking rate, respectively, of the work vehicle during execution of the multi-mode turning operation, and determining updated steering and braking commands based at least in part on the allowable steering and braking rates. In addition, the method includes transmitting the updated steering and braking commands to control the operation of the steering actuator(s) and the steering brake(s), respectively, to continue execution of the multi-mode turning operation.

Abstract: Methods, techniques, computer program products, apparatus, devices, etc., used in connection with DSL Management Interfaces, significantly improve the management capabilities of a DSL network and/or improve testing relating to DSL equipment and services by permitting better control and operation of a DSL system, including implementation of timestamping for more accurate measurement, monitoring and control of a system. Timestamping further allows customized data collection techniques, where a DSL line can be measured or monitored at intervals whose frequency depends on the line's stability. Moreover, data parameter read and control parameter write operations are presented in conjunction with the use of timestamping. Also, control and operation of a DSL system is enhanced by implementing bit-loading that minimizes, eliminates or otherwise mitigates the amount by which the SNR margin per tone exceeds a maximum SNR margin quantity, where such bit-loading can be selected through an appropriate interface.

Abstract: One or more hardware components identify a bottleneck stage within a processor pipeline that processes frames of a video stream. The bottleneck stage has a first clock. An upstream stage receives a feedback signal from the bottleneck stage. The upstream stage has a second clock and the feedback signal includes information as to time required by the bottleneck stage to operate on data and information as to time the data spent queued. The upstream stage adjusts the speed at which the upstream stage operates and queues data to approximate the speed at which the bottleneck stage is operating and queuing data.

Abstract: Methods and apparatus for monitoring locally inserted media are disclosed. A disclosed system for detecting locally inserted media includes a tag encoder and a media monitoring device at a media presentation location. The tag encoder is to associate an identifying tag with a segment of a media stream carrying local media that was spliced into a primary media stream after the primary media stream was received by an editing station of a media distributor. The media monitoring device is to: detect presentation of the media stream; determine that the segment is local media that was spliced into the primary media stream based on changes in the media stream indicative of transitions between primary media and local media, the changes including changes in identifying tags; and store an indication to credit presentation of the media and to indicate that the media stream includes locally inserted media.

Abstract: A computer implemented method for identifying one or more data elements in an input data stream formed from an input data structure using processing enabled by a processor-executable instruction can be stored on a non-transitory computerized storage medium. This stored method includes identifying a plurality of candidate named entities in one or more input document strings; identifying a plurality of enumerable markers in the one or more input document strings; associating at least one candidate named entity with at least one associated enumerable marker; associating at least one proximity string with at least one associated enumerable marker; determining a plurality of named entity descriptions based on the proximity strings; and providing the output data.

Abstract: Described herein are embodiments of systems and methods for the removal of a direct drive unit (DDU) housed in an enclosure, such as a direct drive turbine (DDT) connected to a gearbox for driving a driveshaft connected to a pump for use in hydraulic fracturing operations.

Abstract: A method of manufacturing a unitary energy absorbing structure for a vehicle includes providing a first mold having a cavity receiving a first mandrel and a second mold having a cavity receiving a second mandrel. At least one mandrel segment is positioned in the first mold cavity and cooperates with the first mandrel. One or more layers of composite material at least partially cover the first mold cavity, first mandrel, at least one mandrel segment and second mold. The unitary structure is formed from the first layer, the second layer and the third layer of composite material with the first mandrel, the at least one mandrel segment and the second mandrel in the first mold and the second mold.

Abstract: Systems and methods of the present disclosure provide an improved approach for open-set instance segmentation by identifying both known and unknown instances in an environment. For example, a method can include receiving sensor point cloud input data including a plurality of three-dimensional points. The method can include determining a feature embedding and at least one of an instance embedding, class embedding, and/or background embedding for each of the plurality of three-dimensional points. The method can include determining a first subset of points associated with one or more known instances within the environment based on the class embedding and the background embedding associated with each point in the plurality of points. The method can include determining a second subset of points associated with one or more unknown instances within the environment based on the first subset of points. The method can include segmenting the input data into known and unknown instances.

Abstract: A method may include receiving a search query from a computing device, the search query identifying an examiner in a patent office; in response to the receiving, gathering information associated with the examiner from at least one database, the information including experience metrics for the examiner and allowance metrics for the examiner; generating a user interface for display on the computing device; the user interface including: an experience section including a technology experience score for the examiner based on the experience metrics; and an allowance rate section that includes: allowance visualization options; and an allowance visualization based on the allowance metrics and a selected visualization option of the allowance visualization options.

Abstract: A system is provided for controlling an aquatic habitat. The system for includes a server, a bridge, and a habitat component. The server includes a database containing information associated with a habitat component. The server also includes a communication interface for transmitting operating data for the habitat component. The bridge has a first communication unit configured to communicate with the server communication interface and transmit the operating data received from the server to the habitat component. The habitat component has a second communication unit for receiving operating data from the bridge.

Abstract: A computer-implemented method of managing online bookings for transportation services inventory is provided. The computer-implemented method establishes a channel interface that provides bidirectional communication between at least one server computing device and a vendor computing device. Furthermore, the computer-implemented method stores, via a channel data structure, a channel record for each of a plurality of distribution channels. Additionally, the computer-implemented method receives, from the vendor computing device through the channel interface, a selection, from the plurality of distribution channels, of one or more participant channels for a transportation service. The computer-implemented method also establishes, via the channel data structure, one or more active channel records based upon the one or more participant channels for the transportation service.

Abstract: Disclosed are electrochemically tunable metamaterials which are capable of complete reversibility such that the metamaterial itself can physically disappear (out of the active region) and reappear later, in a controllable manner. Some variations provide an electrochemically tunable, solid-state metamaterial-based device comprising a plurality of metamaterial unit cells, wherein each of the metamaterial unit cells comprises: an ion conductor containing mobile metal ions; a first electrode in contact with the ion conductor, wherein the first electrode is contained in a metasurface negative space disposed on the ion conductor; a second electrode in contact with the ion conductor, wherein the second electrode is electrically isolated from the first electrode; and a metal-containing region containing one or more metals, wherein the metal-containing region is contained within a metasurface positive space disposed on the ion conductor.

Abstract: Technologies for generating dynamic notification content for notification messages using a machine learned model are provided. The disclosed techniques include identifying an event related to a particular user, where the event has a particular notification type that represents a subject type of the event. Based on the particular notification type of the event, a set of candidate headline and call-to-action combinations corresponding to the particular notification type are identified. Using the machine learned model, scores are calculated for each headline and call-to-action combination in the set of candidate headline and call-to-action combinations. One or more particular headline and call-to-action combinations from the set of candidate headline and call-to-action combinations are selected based upon the scores calculated for each combination of the set of candidate headline and call-to-action combinations.