Abstract: An apparatus (2) may have a processing element (4) for performing data access operations to access data from at least one storage device (10, 12, 14). The processing element may have at least one transactional processing resource (10, 18) supporting processing of a transaction in which data accesses are performed speculatively following a transaction start event and for which the speculative results are committed in response to a transaction end event. Monitoring circuitry (30) captures monitoring data indicating a degree of utilization of the transactional processing resource (10, 18) when processing the transaction.

Abstract: An ultrasonic system and method for sealing a complex interface, such as a Gable top, having multiple and a variety of layers across the interface, or an oval or round spout having a complex geometry. The system includes two ultrasonic horns arranged opposite a gap between which the interface is provided. The frequency and phase of the ultrasonic energy are synchronized as the energy is applied simultaneously while the interface is pressed between a jaw and the energy is applied to both sides of the interface. Only one application of the frequency- and phase-synchronized ultrasonic energy is required to hermetically seal all the layers of the interface together.

Abstract: The present disclosure is directed to configuring vehicle communications. In particular, a computing system comprising one or more computing devices physically located onboard a vehicle can communicate a plurality of different and distinct types of information associated with the vehicle to a remotely located computing system via a data stream transmitted from the vehicle to the remotely located computing system. The computing system can determine one or more changes in at least one of a mode, state, or context of the vehicle, and responsive to determining the change(s), the computing system can modify one or more parameters of the data stream transmitted from the vehicle to the remotely located computing system.

Abstract: One or more embodiments described herein disclose methods and systems that are directed at providing enhanced privacy and security to distributed ledger-based networks (DLNs) via the implementation of zero-knowledge proofs (ZKPs) in the DLNs. ZKPs allow participants of DLNs to prove ownership of accounts on the DLNs without having to necessarily reveal private information such as the private key of the account publicly. As such, the disclosed methods and systems directed at the ZKP-enabled DLNs provide privacy to participants of the DLNs while still allowing the DLNs to remain as consensus-based networks.

Abstract: Systems and methods for creating a data graph. One system includes a plurality of data sources and an electronic computing device. The electronic computing device includes an electronic processor configured to generate a data graph for an entity by accessing a plurality of data records stored in a first set of the plurality of data sources. The data graph includes a plurality of connected nodes each including at least one feature representing a dimension of the data graph. The electronic processor is configured to infer an additional dimension for the data graph based on data included in the data graph, and, in response to confirming addition of the additional dimension to the data graph, add data to the data graph associated with the additional dimension by accessing data stored in a second set of the plurality of data sources.

Abstract: A wireless communication device is implemented to include a communication interface and a processor. The processor is configured to process communications associated with the other wireless communication devices within the wireless communication system to determine one or more traffic characteristics of those communications as well as one or more class characteristics of the other wireless communication devices. The processor is configured to classify the communications into one or more access categories based on the one or more traffic characteristics and is configured to classify the other devices into one or more device class categories based on the one or more class characteristics. The processor is then configured to generate one or more channel access control signals based on these classifications. The communication interface of the device is configured to transmit the one or more channel access control signals to one or more of the other devices.

Abstract: The multiple independent processes run in an AI engine on its cloud-based platform. The multiple independent processes are configured as an independent process wrapped in its own container so that multiple instances of the same processes can run simultaneously to scale to handle one or more users to perform actions. The actions to solve AI problems can include 1) running multiple training sessions on two or more AI models at the same time, 2) creating two or more AI models at the same time, 3) running a training session on one or more AI models while creating one or more AI models at the same time, 4) deploying and using two or more trained AI models to do predictions on data from one or more data sources, 5) etc. A service handles scaling by dynamically calling in additional computing devices to load on and run additional instances of one or more of the independent processes as needed.

Abstract: A surface cleaning apparatus is described including a floor head, a housing supporting a suction source and a dirt collection container having an elongate axis (A). The device further includes an elongate member having an elongate axis (B), said elongate member connecting the floor head to the housing, said elongate member including a passage for carrying dirt-laden air from the floor head to the dirt collection container. The elongate axis (B) of the elongate member intersects or substantially intersects the elongate axis (A) of the dirt collection container.

Abstract: A modular bike accessory system; the modular bike accessory system includes a modular mounting assembly including a main body having an upper portion and a lower portion and interchangeable attachment members. The main body is configured to secure to a section of frame and the interchangeable attachment member configured to removably fasten to the main body and support at least one item in an accessible location user access. The device is structured to accommodate assorted items including exercise accessories, electronic devices, ear buds, food items, travel tissues, and heart-rate monitors. The accessory system is useful for other exercise devices or stationery exercise devices.

Abstract: A process for joining steel plate includes providing a steel plate and joining the steel plate to another material. The steel plate includes at least one surface having an Al—Si coating. The step of joining the steel plate to another material is performed while the steel plate is in an as- coated condition. Joining is performed using a forging process.

Abstract: A heating appliance includes a housing defining a food product compartment having at least a front door and a rear wall opposite the front door. The heating appliance also includes a rack configured to support a food product within the food product compartment. The heating appliance also includes a heating assembly disposed within the food product compartment and an elongate heating device having a first length, and an angled heat distribution member having a second length disposed between the heating device and the rack. The heat distribution member includes a pattern of apertures and the heat distribution member is configured to prevent infrared radiation produced by the heating device from directly reaching the rear wall of the housing, except for infrared radiation that passes through the apertures of the heat distribution member.

Abstract: Systems and methods are directed to communication between a vehicle and an entity infrastructure. In one example, a computer-implemented method for facilitating communication from and to a vehicle includes obtaining, by a computing system comprising one or more computing devices, a request to establish communication from a vehicle computing system. The method further includes establishing, by the computing system, one or more bidirectional communication connections to the vehicle computing system. The method further includes receiving, by the computing system, one or more messages over the one or more communication connections to the vehicle computing system. The method further includes determining, by the computing system, routing for the one or more received messages. The method further includes providing, by the computing system, the one or more messages to one or more clients based at least in part on the determined routing.

Abstract: A data entry system is described which has a user interface which receives a sequence of one or more context text items input by a user. The data entry system has a predictor trained to predict a next item in the sequence. The predictor comprises a plurality of learnt text item embeddings each text item embedding representing a text item in a numerical form, the text item embeddings having a plurality of different lengths. A projection component obtains text item embeddings of the context text items and projects these to be of the same length. The predictor comprises a trained neural network which is fed the projected text item embeddings and which computes a numerical output associated with the predicted next item.

Abstract: Described herein is a provenance chain exploration system and method. Particular journeys of entities are identified from stored provenance chain data using an algorithm. A group of similar journeys (representative journey) can be identified using a clustering algorithm and/or probabilistic algorithm. Information associated with the identified group of similar journeys (representative journey) can be graphically displayed to a user. The user can interactively modify setting(s) associated with identification of journeys and/or identification of group(s) of similar journeys. The graphically displayed information can be modified in accordance with the modified setting(s).

Abstract: A removable cover for maintaining debris and other items in an inner door compartment of a vehicle. The removable cover can be removed from the door compartment and when in use prevents debris from blowing out of the door compartment. The removable cover has an opening with flexible flaps for allowing the user to place items in the door compartment during use. The removable cover can be used with a debris wall or dam that prevents debris from moving from a storage area of the door compartment to a drink holder area.

Abstract: An irrigation system broadly comprising a number of irrigation spans, an end gun, an end gun booster pump assembly having a booster pump and a booster pump motor, and a control system including a system controller and a variable frequency drive (VFD) for controlling the end gun pump motor. The system controller determines a desired end gun throw magnitude according to sensor inputs, irrigation system location information, user inputs, and/or other data and sends to the VFD a signal representative of an instruction to increase or decrease an electrical motor input for the booster pump motor. The VFD effects a booster pump motor speed via the electrical motor input so that the booster pump steps up water pressure to the end gun according to the desired end gun throw magnitude.

Abstract: In one aspect, a movable barrier operator includes a housing and a motor. The movable barrier operator further includes a camera mount that is connected to the housing and that supports a camera. The camera mount is configured to facilitate movement of the camera between a storage position wherein at least a portion of the camera is inside the housing and an operative position wherein the at least a portion of the camera is outside of the housing.

Abstract: A cleansing device for mammalian skin includes a cleansing head having a plurality of elastomeric cleansing features extending away from a first surface of the cleansing head. The cleansing head is attached to a handle. The cleansing device includes an actuator coupled to a rotating drive shaft and adapted to apply oscillating movement to one or more cleansing head sections of the cleansing head at a frequency of about 5 Hz to 30 Hz.

Abstract: Bypass detection modules associated with a device are provided. The bypass detection module is configured to determine if one of more switches have been opened to remove service from a customer; monitor electrical characteristic associated with both a line side of the device and a load side of the device responsive to determining that one of more of the one or more switches have been opened to remove service from the customer; and determine a state of the device based on the monitored electrical characteristics.

Abstract: A first service submits a request to a second service on behalf of a customer of a service provider. The request may have been triggered by a request of the customer to the first service. To process the request, the second service evaluates one or more policies to determine whether fulfillment of the request is allowed by policy associated with the customer. The one or more policies may state one or more conditions on one or more services that played a role in submission of the request. If determined that the policy allows fulfillment of the request, the second service fulfills the request.