Abstract: Techniques for voice-based interactions are described. In an example, a device presents a user interface on a display. The device starts an operational mode of the device. The operational mode restricts voice-based interactions with the user interface to a set of commands. The set of commands is defined in a language model that is stored on the device. Further, the device receives, at a microphone of the device, audio data corresponding to a natural language utterance and generates, from the audio data, text data that corresponds to the natural language utterance. The device determines, based at least in part on the language model, that semantics of the text data correspond to a command from the set of commands and presents, on the display, an outcome of performing the command.

Abstract: When an event occurs in the network that affects an information handling system in the network, a topology change notice (TCN) may be propagated so that the network topology can be regenerated. However, currently, there is no mechanism to readily identify the source information handling system of the TCN. To address issues, in one or more embodiments, when an information handling system (such as a network switch) initiates a TCN, it sends a specialized message to keep track of the source of the TCN. In one or more embodiments, information handling systems that receive the specialized message may record information about the source and forward it to other information handling system in the network.

Abstract: Systems and methods communicate to a primary peer node a message that indicates that a secondary peer node does not comprise an orphan port or a link that is operationally down. In various embodiments, this causes the primary node to not send broadcast, unknown unicast, or multicast (BUM) traffic to the secondary peer node such as to prevent that traffic from being unnecessarily dropped at the peer node, thus, conserving computing resources, such as an internode link bandwidth, and significantly improving overall network performance.

Abstract: In some implementations, a digital twin system may receive, from one or more sensors and at an interface associated with a digital twin, a first input associated with a first event. The digital twin system may determine that the first event is associated with one or more probable second events. Accordingly, the digital twin system may refrain from processing the first input for a period of time. The digital twin system may further update a prediction associated with the digital twin using the first input based on expiry of the period of time or may update a prediction associated with the digital twin using second input associated with the one or more probable second events based on receiving the second input.

Abstract: A networking device credential information reset system includes credential information reset authorization devices coupled to a networking device. At least one of the credential information reset authorization devices receives a networking device credential information reset request from the networking device and, in response, generates a networking device credential information reset alert and provides it for display on an administrator device. Following the networking device credential information reset alert being provided for display on the administrator device, a first credential information reset authorization device receives first credential information for the first credential information reset authorization device from the administrator device, validates the first credential information and, in response, provides a credential information reset authorization to the networking device that is configured to cause the networking device to reset second credential information for the networking device.

Abstract: A crescent member is disclosed which is configured to be in constant contact with outer and inner gear teeth to prevent unwanted fluid backflow between the gears. The crescent member may be part of a low-pressure fuel pump system for a diesel engine. In order to reduce heat buildup in the crescent member and gear teeth, the crescent member comprises a gap to allow fluid to flow within the crescent member to absorb and dissipate the heat generated by friction. The crescent member is resilient to maintain constant contact, but flexible enough to reduce wear from friction over time.

Abstract: The disclosed technology can repurpose a corrective action targeted for an original network device as a preemptive action for other network devices that are adjacent to the original network device. The other network devices are adjacent based on a shared service plan, a common geographic region, or another common criterion. In one example, the system receives an indication of an anomaly (e.g., pattern of activity) causing disruption to a service subscribed to by the user device on a network. The system selects a corrective action that is performed to remediate the disruption. In response to determining that the corrective action remediated the disruption, the system can progressively search adjacent devices for the same pattern of activity and perform the corrective action as a preemptive action for those adjacent devices.

Abstract: Systems, methods, and non-transitory computer-readable media for providing a network interface card implementing a C-ZNS architecture. The network interface card including an electronic processor configured to identify two or more host applications configured to access a storage device connected to the network interface card, divide the storage device into a plurality of zones, wherein each zone is associated with one of the two or more host applications, receive, from one of the two or more host applications, a command to write data to the storage device, and write the data into the zone associated with the one of the two or more host applications.

Abstract: The present disclosure relates to limiting viewing of media content. More particularly, the present invention relates to classifying segments of content for limited viewing based on user preferences and classifications. According to a first aspect, there is provided a method for parental control of media content for a media guidance application, the method comprising, determining user preferences comprising settings for restricting viewing of segments of media content, determining media content for user consumption on a user device, determining a classification of each of a plurality of segments of the media content using a content analyzer and classifier, and comparing the determined classifications against the user preferences.

Abstract: A bracket for a power module of a transport refrigeration unit is provided. The bracket includes a body portion including: an opening for receiving a shaft of an electric machine of the power module; a plurality of first mounting holes extending through the body portion and spaced around the opening for connecting the bracket to the electric machine; and a plurality of second mounting holes for connecting the bracket to an engine of the power module.

Abstract: The present invention relates to maleic acid derivatives polar group-containing polypropylene, the process to making the same by reactive extrusion in presence of a grafting agent, a polypropylene co- and/or homopolymer is put in contact with a Diels-Alder adduct which is the reaction product of a diene and a dienophile belonging to the group of maleic acid derivatives.

Abstract: A method for providing safe navigation instructions to a user includes obtaining vehicle location information from a location sensor within the vehicle; obtaining a plurality of potential routes from an initial vehicle location to a destination location, wherein the initial vehicle location is based on the vehicle location information, and wherein each potential route has corresponding route attributes; obtaining user-specific attributes of the user and population safety attributes; selecting a final route from the plurality of potential routes based on a comparison of the route attributes and the user-specific attributes and population safety attributes; and presenting the final route to the user on a presenting device within the vehicle.

Abstract: A system receives identification of a machine learning model, stored by a vehicle, that is ready for training. The system determines, based on a configuration file associated with the model, whether batch-based or live training is to be used to train the model and collects data for training, defined by a configuration file associated with the model. The system calls a learning as a service vehicle process to load a kernel and configures the kernel based on configuration data defined in the configuration file. The system receives notification from the learning as a service process that the training is complete. Additionally, the system validates a model, responsive to the notification including indication that training was successful, using a vehicle model validation process to test the model with live data before deployment by background execution of the model and saves a copy of the model for deployment responsive to successful validation.

Abstract: A system receives identification of data to be gathered, via a request configured based on a configuration file associated with a machine learning model stored by a vehicle. The system receives identification of how the data is to be labeled, defined by the configuration file and create one or more topics for publication of the data, onboard the vehicle, the publication including both the gathered data and any meta-data usable to label the data in accordance with the definitions in the configuration file. Also, the system subscribes to the topics to receive the published data and the metadata and appends labels to the data, using the metadata, to label the data in accordance with the definitions for labeling in the configuration file. The system saves the labeled data in vehicle memory as data associated with the model.

Abstract: A brake actuator for a vehicle includes a cylinder housing having a surface and a wall opening provided in this surface, a brake chamber having a variable volume and a dust plug releasably arranged in the wall opening. The dust plug includes a flexible circumferential lip configured for abutting against the surface of the cylinder housing in a sealing state, and for being flexed away from the surface in a flexed state. The lip is configured to assume the flexed state in response to a positive pressure inside the brake chamber, and to assume the sealing state in response to negative pressure inside the brake chamber. A core section is arranged adjacent to the lip and the core section is configured for extending through the wall opening of the cylinder housing. A pressure compensation flow path is defined between the lip and the brake chamber.

Abstract: Systems and methods are described to selectively stream content based on parental control ratings. At a client device, a manifest identifying sequential segments of a media asset and versions of a particular segment of the sequential segments may be received, and a graphical user interface may be generated for display to simultaneously depict a respective portion of each respective version of the particular segment and respective selectable options associated with each respective version of the particular segment. A selection of a first option may be received that is associated with a first version of the particular segment, and during playing of the media asset, in response to determining that the particular segment is the next segment to be played, the first version of the particular segment may be requested from the server.

Abstract: The present invention relates to self-assembling protein nanoparticles with built-in six-helix bundle proteins. Proteins or peptides comprising a loop region are stabilized by attaching them to six-helix bundle (SHB) proteins and integrating them into self-assembling protein nanoparticles (SAPNs).

Abstract: The present disclosure relates to a harvesting system for variety of grain crops. The harvesting system comprises a harvester control unit, a grain loss monitoring GLM-ECU, a cloud communication interface ECU, a plurality of sensors, a controller area network (CAN), a buzzer/alarming device, a display unit, a cloud and a mobile application. The GLM-ECU is configured to process signals from a sieve sensor and a straw walker sensor. The harvester control unit is configured to process signals received from the plurality of sensors and the cloud communication interface ECU serves as an interface to interchange the data between the harvester control unit and the cloud . The harvester system results in increase in productivity and trust among the stake holders by virtue of real-time information sharing.

Abstract: Systems and methods are described herein for generating a playlist for a simultaneous presentation of a plurality of media assets. The system retrieves a user preference associated with a user profile and receives a selection of a first media asset and a second media asset from the plurality of media assets for presentation on a user device. The system parses the respective audio streams of the first media asset and the second media asset to identify one or more preferred audio segments based on the user preference and generates the playlist of the identified one or more preferred audio segments. Based on a generated audio playlist, the system generates, for presentation on the user device, the video stream for each of the first media asset and the second media asset and the playlist of the identified one or more preferred audio segments.

Abstract: Systems and methods are described to selectively stream content based on parental control ratings. At a client device, a manifest identifying sequential segments of a media asset and versions of a particular segment of the sequential segments may be received, and a graphical user interface may be generated for display to simultaneously depict a respective portion of each respective version of the particular segment and respective selectable options associated with each respective version of the particular segment. A selection of a first option may be received that is associated with a first version of the particular segment, and during playing of the media asset, in response to determining that the particular segment is the next segment to be played, the first version of the particular segment may be requested from the server.