Abstract: The present teaching relates to customer service with AI-based automated auditing on agent fraud. Real-time features of a communication between an agent and a customer are obtained. To detect agent fraud, a batch feature vector is computed based on real-time features extracted from communications involving the agent and accumulated over a batch period. Agent fraud is detected based on a model and the detection result is used to audit the agent for service performance.

Abstract: Embodiments herein provide a system and method for using an Integrated Starter Generator (ISG) for electric torque assistance on specific strokes of a 2-stroke or 4-stroke Internal Combustion (IC) engine (300) with reduced inertial mass than a conventional inertial mass loaded IC engine in order to overcome a speed variation problem caused by the engine's lower inertia at low and idle speeds and thus meeting a crankshaft speed shortfall. Furthermore, enabling the 2-stroke and 4-stroke engines to run on a lean fuel-air mixture improves emissions at low and idling speeds, and leads to better IC engine emission control.

Abstract: In an integrated circuit, a first always on (AON) domain generates an isolation signal to enter standby mode. A switchable power domain propagates the isolation signal. A voltage level detector outputs an indicator which indicates whether a voltage of the switchable power supply is above or below a voltage threshold. An isolation wrapper circuit includes a pass-through latch selectively enabled based on the output of the voltage level detector. The pass-through latch receives the propagated isolation signal and provides a value of the propagated isolation signal at its output while enabled, but maintains a latched value at its output, regardless of changes in value of the propagated isolation signal, while disabled. The wrapper circuit also includes an isolation circuit which receives signals from circuitry within the switchable power domain and selectively isolates the received signals from a second AON power domain based on the output of the pass-through latch.

Abstract: An apparatus comprises at least one processing device configured to obtain data associated with software products from a plurality of data sources, to identify association between portions of the data and respective ones of the software products, and to determine relationships between different subsets of the data obtained from different ones of the data sources based on the identified associations. The processing device is also configured to generate, for a given software product based on the determined relationships, a software product model data structure comprising portions of first and second subsets of the data obtained from different data sources. The processing device is further configured to generate, in response to a request received from a data consumer, a visualization of information related to the given software product based on the software product model data structure and role-based access rules for a given role of the data consumer.

Abstract: Techniques for generating replication data from a data source to be stored in a target location are described herein. A computing system can receive, from a client device, client requirements associated with a dataflow from the data source to the target location. The client requirements can include an expected data freshness value and an expected data query latency value. Additionally, the computing system can process the expected data freshness value with one or more machine-learned models to generate an extraction framework for extracting data from the data source. Moreover, the computing system can process the expected data query latency value with the one or more machine-learned models to generate a loading framework for loading data to the target location. Furthermore, the computing system can copy the replication data from the data source to the target location based on the extraction framework and the loading framework.

Abstract: This application is directed to collecting traffic flow data to facilitate vehicle motion planning. A computer system collects, via a plurality of sensors that are positioned on a fixed installation at a road, data of vehicles that are traveling along a road. The computer system determines, according to the data, that the vehicles traveling along the road includes a first vehicle and a second vehicle ahead of the first vehicle, where the second vehicle is beyond a sensing range of the first vehicle. The computer system identifies, from the data, second vehicle data corresponding to the second vehicle, including a location and speed of the second vehicle. The computer system transmits the second vehicle data to the first vehicle such that the first vehicle is enabled to at least partially autonomously drive according to the second vehicle data and additional data collected by first sensors of the first vehicle.

Abstract: An electronic device enables techniques for ambience style adaptation of different portions of an adaptive display device in a surface support configuration. The device includes a flexible electronic display, that is mounted in a flexible enclosure that enables the display to be bent into a configuration for use in a surface support configuration, such as standing on a desk or table. The device further includes a processor communicatively coupled to the electronic display, and which obtains context data from one or more data sources, wherein the context data is associated with one or more of a user and an environment surrounding the electronic device, and determines a device context. Based on the device context, a customization display theme for the electronic device is loaded, and the customization display theme is presented on the display of the electronic device.

Abstract: A memory includes at least one memory bank which includes a set of memory arrays. Each memory cell includes a plurality of memory cells. The at least one memory bank includes: multiple word lines each connected to a corresponding row of the memory cells; a first decoder configured to receive address data, and decode the address data to provide intermediate data; a second decoder located in a central area of the memory bank between ones of the set of memory arrays, and configured to receive the intermediate data from the first decoder, and decode the intermediate data to provide selection data to the word lines. Memory cells addressable by a respective word line designated by the selection data are configured to be addressable by means of that selection data.

Abstract: In an aspect, an integrated circuit (IC) package includes a base structure, an IC component disposed on the base structure, a plurality of interposer connection structures disposed on the base structure, and an interposer structure disposed over the IC component and the plurality of interposer connection structures. The plurality of interposer connection structures is configured to connect the base structure and the interposer structure. Each interposer connection structure of the plurality of interposer connection structures includes a bond ball portion that is connected to the base structure, and a bond wire portion that is coupled to the bond ball portion and extends toward the interposer structure. A width of the bond ball portion is greater than a width of the bond wire portion.

Abstract: The disclosure describes a method of evaluating performance of a two-sided model used for performing CSI compression. The method includes receiving, by a network, from a UE, a compressed channel Ht, a second eigenvector EVt+1 corresponding to a channel Ht+1, and a first similarity score determined between a first eigenvector EVt and the second eigenvector EVt+1. A channel Ht is reconstructed by processing the compressed channel Ht using a decoder part of the two-sided AI/ML model. Eigen decomposition of the channel Ht is performed to obtain an eigenvector (EV)t. A second similarity score is determined between the eigenvectors (EV)t and EVt+1. Alternatively, the first similarity score is determined between an estimated channel H and a codebook based precoder W, and a second similarity score is determined between a reconstructed channel H and the codebook based precoder W.

Abstract: Techniques for a Software-Defined Networking (SDN) controller associated with a multisite network to implement jurisdictional data sovereignty polices in a multisite network, route network traffic flows between user sites and destination services over one or more provider sites, and/or perform a routing operation on the network traffic flow(s) based on the jurisdictional data sovereignty policies. The jurisdictional data sovereignty polices may be implemented using destination group tags (DGTs) and/or source group tags (SGTs). A secure access service edge (SASE) associated with the network controller may generate, store, and distribute the DGTs to provider sites and/or the SGTs to user sites. Based on the SGT and/or DGT associated with a network traffic flow, one or more services may be applied to the network traffic flow, and the network traffic flow may be routed through a particular region of a software-defined access (SDA) transit.

Abstract: A system and a method for providing peer-to-peer virtual private network (VPN) connections in multi-gateway enterprise networks are disclosed. The system comprises a cloud interaction subsystem, a profile generation subsystem, a network traffic framework subsystem, and a tunnel proxy subsystem. The cloud interaction subsystem obtains at least one of: routing data and one or more encryption keys from the multi-gateway enterprise networks to store in one or more databases. The profile generation subsystem generates a VPN profile for each user of one or more users to connect with an associated enterprise network within the multi-gateway enterprise networks. The network traffic framework subsystem encapsulates and decapsulates outgoing network traffic data and incoming network traffic data respectively.

Abstract: Enhanced CU-UP change associated with a device can be performed and managed. CU-CP can trigger transition from source CU-UP to target CU-UP. Before bearer context modification request is communicated from CU-CP to source CU-UP, CU-CP can effectuate communication path update to transition from first uplink path, associated with source CU-UP, DU, and UPF, to second uplink path, associated with target CU-UP, DU, and UPF. Target CU-UP can buffer uplink data until CU-CP receives uplink PDCP count from source CU-UP and forwards that count to target CU-CP. CU-CP or UPF can transition or facilitate transitioning from first downlink path associated with source CU-UP, DU, and UPF, to second downlink path, associated with target CU-UP, DU, and UPF. Target CU-UP can buffer downlink data until CU-CP receives downlink PDCP count from source CU-UP and forwards that count to target CU-CP. Source CU-UP can transfer remaining downlink data it has to DU.

Abstract: The methods of the present disclosure enable formation of highly conductive contacts that facilitate in increasing the device speed and lowering the operating voltages of semiconductor devices such as, but not limited to, metal-on-semiconductor (MOS) transistors and the like. In one embodiment, the methods create the optimal contacts, useful in N type or P type MOS devices, by forming metal-insulator-semiconductor (MIS) contact structure or a non-stoichiometric layer contact structure. It is noted that N type or P type contacts require different work function metals to achieve a low Schottky barrier height (SBH).

Abstract: Embodiments of the present disclosure relate to a base station and method for communication in a communication network. The method comprising signalling a DMRS-configuration or SRS-configuration to at least one UE. The DMRS-configuration comprises signalling at least one antenna port number from multiple antenna port numbers, each antenna port number indicates location of occupied subcarriers and null subcarriers associated with a DMRS transmission of the at least one UE. The SRS-configuration comprises signalling of parameters associated with a time, a frequency and a code. The method also comprises receiving a data and DMRS signals, or SRS signals corresponding to the at least one UE. Further, grouping a subset of the signals corresponding to a subset of antennas to generate a plurality of signal groups. Next, performing first stage filtering at RU followed by second stage filtering at DU of the signals associated with each signal groups to obtain filtered signals.

Abstract: Methods and systems are provided for identifying a mid-sagittal plane (MSP) in a medical image. In one example, a method for an image processing system comprises obtaining an input volume acquired with an ultrasound imaging system, entering the input volume as input to a segmentation model trained to output a segmentation mask that identifies a segmented fetal head, a first segmented orbit, and a second segmented orbit, identifying a mid-sagittal plane (MSP) of the fetal head using the segmented first orbit and the segmented second orbit, visually displaying the MSP on the segmented fetal head, in response to determining the MSP is not an acquired plane, alerting a user of poor facial rendering or a possibility of poor facial rendering and prompting the user to reorient an ultrasound probe and reacquire the input volume, and displaying the input volume and/or saving the input volume in memory.

Abstract: Method and/or systems for controlling transmission and reception of control signals associated with lock devices of a door lock system. The method comprises receiving, from a server, operational data corresponding to the door lock system. Further, the method comprises obtaining, by a master lock device, real-time information and real-time environmental condition information associated with the door lock system. The method also comprises determining, by the master lock device, a peak time duration and an off-peak time duration corresponding to the door lock system based on the received operational data and obtained real-time information. Moreover, the method comprises controlling, by the master lock device, the transmission and reception of the control signals associated with at least one slave lock device among the plurality of lock devices based on the determined peak time duration and the determined off-peak time duration.

Abstract: This application is directed to collecting event-based vehicle traffic data to facilitate driving a vehicle. A computer system includes sensors that are positioned on a fixed installation at a road, one or more processors, and memory. The computer system monitors, using the plurality of sensors on the fixed installation, vehicle traffic data (e.g., associated with one or more events) in a zone of interest of the road over a period of time to generate historical traffic data. The computer system uses the historical traffic data to train a driving model of an at least partially autonomous vehicle. The computer system sends the driving model to one or more vehicles. The driving model is configured to be used by the one or more vehicles to at least partially autonomously drive in a first trajectory while the one or more vehicles are traveling through a similar zone of interest.

Abstract: Methods, systems, and non-transitory computer readable storage media are disclosed for managing computing systems to classify and modify digital content items to satisfy digital data requirements of data policies. For example, the content classification system validates, enforces, and remediates digital data content corresponding to digital data requirements of a data policy based on data types covered by the data policy. The disclosed systems generate classifications for digital content items by accessing digital content items and generating mappings between the digital content items and a data policy. The disclosed systems utilize the mappings and digital data requirements of the data policy to determine whether the digital content items violate one or more elements of the data policy. The disclosed systems can perform various downstream operations to remediate the data policy violations, such as by causing various computing devices to modify the violating digital content items.

Abstract: Certain aspects of the present disclosure provide techniques for performing cross-node machine learning operations in a radio access network. An example method of wireless communication by a first network entity includes providing, to a second network entity, an indication of cross-node machine learning information used for a cross-node machine learning session between the first network entity and a user equipment (UE); obtaining machine learning information associated with the UE; and controlling the cross-node machine learning session based at least in part on the machine learning information.