Abstract: The invention relates to method and system for intoxication examination of an operator for operating an asset. The method includes receiving input data corresponding to the operator prior to operating the asset from one of an asset or a client device; determining an intoxication score of the operator based on the input data using a Machine Learning (ML) model; determining permissibility of operating an asset for the operator through a plurality of predefined rules using the ML model; assigning the asset to the operator when the asset operation is determined to be permissible for the operator; transmitting authorization information to the assigned asset; authorizing, by the asset, the operator to operate the asset based on the authorization information; upon authorization, monitoring in real-time, the operator during the asset operation from real-time video data of the operator to check for compliance of the asset operation with the conditions of operation.

Abstract: A wireless communication device may include one or more processors. The one or more processors may transmit one or more first request frames to a wireless communication node and a wireless user device. The one or more first request frames may indicate to the wireless communication node to perform a first transmission to the wireless communication device during a first service period (SP). The one or more first request frames may indicate to the wireless user device to perform a second transmission to the wireless communication device during the first SP. The one or more processors may receive, during the first SP, according to the one or more first request frames, the first transmission from the wireless communication node, and the second transmission from the wireless user device.

Abstract: The present disclosure relates to utilizing a real-time event data reporting system that makes real-time and near-real-time monitoring and reporting possible in edge devices. For example, in various instances, the real-time event data reporting system embeds services within traditional event data collectors of edge devices to obtain, organize, and publish event data for local computing devices in real time utilizing in-memory storage. Additionally, the real-time event data reporting system further processes the published event data to generate aggregated data that is persisted to a persistence storage. In this manner, the real-time reporting system efficiently and accurately provides event data reports to client devices with processed metric data in real time, or in near-real time when utilizing additional fallback safeguards.

Abstract: Based on traffic images characteristics, a general pre-processing system and method reduces input size of neural network object recognition models to focus on necessary regions. The system includes a light neural network (binary or low precision; based on configuration) to detect target regions for further processing and applies a deeper model to those specific regions. The present disclosure provides experimentation results on various types of methods, such as conventional convolutional neural networks, transformers, and adaptive models, to show the scalability of the system.

Abstract: Multi-mode broadband low noise amplifiers (LNAs) are disclosed herein. In certain embodiments, an LNA includes a first amplification stage and a second amplification stage having a lower gain than the first amplification stage. The LNA is operable in a plurality of operating modes including a first mode in which the first amplification stage and the second amplification stage operate in a cascade to amplify a radio frequency (RF) receive signal, and a second mode in which the first amplification stage amplifies the RF receive signal and the second amplification stage is bypassed.

Abstract: A switching unit (200) including a membrane (202), a housing (210), at least one rotary switch (204), at least one knob (216), and a sealing member (214). The membrane (202) defines a first opening (230) adapted to receive a portion of at least one rotary switch (204). The housing (210) defines a second opening adapted to be aligned with the first opening (230) to receive the portion of the at least one rotary switch (204). The at least one rotary switch (204) is disposed in the housing (210). The at least one knob (216) mounted on the at least one rotary switch (204). The sealing member (214) is positioned on the housing (210) in the second opening (231), around the at least one rotary switch (204), between the at least one knob (216) and the housing (210).

Abstract: Systems and methods for managing traffic in a hybrid environment include monitoring traffic load of a local network to determine whether the traffic load exceeds or is likely to exceed a maximum traffic load, where the maximum traffic load is a traffic load for which a service can be provided by the local network, based on a license. An excess traffic load is determined if the traffic load exceeds or is likely to exceed the maximum traffic load. One or more external networks which have a capacity to provide the service to the excess traffic load are determined, to which the excess traffic load is migrated. The local network includes one or more service instances for providing the service for up to the maximum traffic load, and the service to the excess traffic load is provided by one or more additional service instances in the one or more external networks.

Abstract: Disclosed are techniques for wireless positioning. In an aspect, a wireless device receives one or more radio frequency (RF) signals from a transmitter device, displays a first arrow and a second arrow on a user interface of the wireless device, a direction of the first arrow representing a first angle-of-arrival (AoA) estimate of the one or more RF signals, and a direction of the second arrow representing a mirror AoA estimate of the first AoA estimate, and displays one or more notifications on the user interface instructing a user of the wireless device to move the wireless device until the direction of the first arrow is aligned with the direction of the second arrow.

Abstract: A method for accelerating machine learning on a computing device is described. The method includes accessing a neural network. The method also includes splitting the neural network into N sub-neural networks. The method further includes hosting the N sub-neural networks in M inference accelerators. The method also includes scheduling the N sub-neural networks in the M inference accelerators. The method further includes executing the N sub-neural networks in the M inference accelerators.

Abstract: In one aspect, a method includes determining, by a user equipment (UE), a channel busy ratio (CBR) window for a CBR measurement for one or more resources; determining, by the UE, a CBR measurement value for the CBR window and for the one or more resources; determining, by the UE, a channel occupancy ratio (CR) window based on a first number of subframes used for a history of past transmissions and based on a second number of subframes used for future planned transmissions and corresponding retransmissions; and determining, by the UE, a CR value for the CR window based on subchannels used for the one or more resources for the first number of subframes and based on subchannels estimated for the one or more resources for the second number of subframes. In another aspect, a method includes determining a CR window based on a CBR measurement value.

Abstract: A method in an electronic device includes detecting, with one or more processors, a communication device electronically in communication with both a content presentation companion device operating as a primary display for the electronic device and a wearable companion device while an application operating on the one or more processors presents content on the content presentation companion device, one or more sensors of the electronic device determine an accessibility context of the electronic device meets at least a first predefined criterion and a proximity context of the electronic device meets at least a second predefined criterion. In response, the one or more processors redirect one or more user interface controls from a user interface of the electronic device to a user interface of the wearable companion device.

Abstract: Disclosed is a method, performed by an electronic device, for autonomous reconciliation of invoice data. The method comprises obtaining an invoice data set. The method comprises determining, based on the invoice data set and an entity extraction model, an entity extraction set comprising an entity parameter and a first value parameter. The first value parameter is associated with a first confidence score parameter. The method comprises outputting, based on the entity extraction set, an information extraction result for reconciliation of invoice data.

Abstract: According to various embodiments a device may provide an interactive searching interface for securely searching of textual content across a plurality of documents stored in a plurality of repositories comprising heterogenous data, the securely searching of the textual content comprising using a flexible search criteria and enforcing user access privileges to the plurality of documents A device may use unified searching, using a unified search criteria definition, the plurality of repositories in response to the feedback from the user, the unified searching being interactive, iterative, and using a unified index resulting in faster query response times than the metadata searching the plurality of repositories.

Abstract: A method for facilitating intelligent itinerary management via a progressive reservation system is disclosed. The method includes aggregating itinerary information for a user from user transactions, the itinerary information corresponding to a transit reservation; continuously monitoring, in real-time via an application programming interface, the transit reservation by using the itinerary information; determining, based on a result of the continuous monitoring, whether parameters that correspond to the transit reservation satisfy a predetermined threshold, the parameters including an operational status; automatically retrieving, from a repository, historical information that corresponds to the user when the parameters satisfy the predetermined threshold; automatically identifying, in real-time using a model, a future transit reservation based on the itinerary information and the historical information; and providing, via a graphical user interface, the identified future transit reservation to the user.

Abstract: A system may provide for the design and/or modification of network slices associated with a wireless network. The wireless network may include different slices that are associated different sets of service parameters. Slices may include radio access networks (“RANs”), core networks, or other types of networks, which may include respective sets of network functions (“NFs”), which may perform specific functions with respect to a given RAN and/or core network. Different slices, RANs, core networks, and/or NFs may be associated with particular policies and/or tags which may be specified by one or more users associated with a first access level. One or more users associated with a second access level may configure portions of the wireless network, and the policies and/or tags associated with particular slices, RANs, core networks, or NFs may be automatically implemented by an orchestration system that configures the wireless network based on the provided configuration information.

Abstract: Aspects of data management are described. A cluster-level state machine may be instantiated for an update procedure for updating software for a cluster of storage nodes, where the update procedure may be configured to serially update the plurality of storage nodes. The cluster-level state machine may be configured to monitor the update procedure at a cluster level. One or more node-level state machines may be instantiated for the update procedure, where the one or more node-level state machines may be configured to monitor the performance of the update procedure at a storage node level. During an update procedure, the state of the cluster-level state machine may reflect a state of the cluster of storage nodes and the state of a node-level state machine may reflect a state of a respective one or more storage nodes.

Abstract: A positive overshoot detection circuit comprises a transistor coupled to a current mirror, a reference current source coupled to the current mirror, and a comparator coupled to the reference current source and the current mirror. The comparator output indicates whether the current mirror's current is greater than the reference current source's current. A control input and a current terminal of the transistor are coupled to a clamping circuit. A negative overshoot detection circuit comprises a biasing sub-circuit coupled to a transistor, a resistor coupled to the transistor, and a comparator coupled to the transistor and the resistor. The comparator output indicates whether the transistor is in an on or off state. The biasing sub-circuit is coupled to a clamping circuit. In some implementations, the comparator outputs from the positive and negative overshoot detection circuits are provided to a driver circuit, which modifies its operation.

Abstract: A differential video rendering system, including a graphics processing unit (GPU); a graphical display coupled to the GPU; a video decoder configured to decode a bitstream of encoded data into a plurality of sets of decoded blocks; at least one processor configured to: generate, based on a first set of the plurality of sets of decoded blocks, a first differential video frame comprising a plurality of sets of differential regions, normalize each set of the plurality of sets of differential regions to a fixed size block to provide a normalized plurality of sets of differential regions, map a respective set of the normalized plurality of sets of differential regions to align with a respective tile size region of a plurality of tile size regions conforming with the GPU, generate a hierarchal region tree based on the normalized plurality of sets of differential regions mapped to the plurality of tile size regions, and generate a plurality of optimal regions based on the hierarchal region tree satisfying a predefin

Abstract: An example method includes detecting, using sensors, packets throughout a datacenter. The sensors can then send packet logs to various collectors which can then identify and summarize data flows in the datacenter. The collectors can then send flow logs to an analytics module which can identify the status of the datacenter and detect an attack.

Abstract: Systems and methods for detecting electrical connection and disconnection on an USB Type-A charging port like power adapters, power banks and car chargers having one or more USB Type-A charging port of an USB device. The system includes: a voltage source; a MOSFET SWITCH gate driver, in USB type-A connected state, that operatively couples MOSFET SWITCH with voltage source and VBUS supply of USB type-A port; charge pump; a current sense differential amplifier; and a control unit configured to: monitor VBUS current, and detect potential disconnected state of connected USB type-A port; and monitor VBUS voltage and compare VBUS voltage with predetermined voltage to sense external condition such that VBUS voltage drops because of load capacitance and load current. The control unit is further configured to, when the duty cycle has reached a minimum VBUS current, detect the USB type-A disconnection with a charge pump state.