Abstract: The disclosure relates to a fifth generation (5G) or sixth generation (6G) communication system for supporting a higher data transmission rate. A method and a system for manage state transitions of a multicast broadcast service (MBS) user equipment (UE), manage a service continuity of the multicast UE, and manage packet data convergence protocol (PDCP) synchronizations of the multicast UE in a wireless network are provided. A radio resource control (RRC) connection resume procedure is initiated when point-to-multipoint (PTM) configurations are not available in a cell after cell selection and/or cell reselection, and the UE has at least one activated session in the RRC_INACTIVE state. The RRC connection resume procedure is also initiated when the cell after cell selection and/or cell reselection is an MBS control channel (MCCH)-less cell and the UE has at least one activated session (for example, indicated to monitor G-RNTI) in the RRC_INACTIVE state.

Abstract: Machine learning models are used to invoke a sequence of tools in response to a user request. A list of available tools is culled before a machine learning model selects from the remaining tools to generate a plan. The plan, which describes tool invocations in natural language, is then converted to code that can programmatically invoke the tools. In some configurations, the list of available tools is first culled by removing tools that do not appear in similarly described plans. The list may further be culled by removing tools that do not appear in plans generated by machine learning models. Then, a machine learning model is prompted to generate a final plan from the culled list and the user request. In some configurations, the final plan is converted to code by prompting a machine learning model to extrapolate from the code of similar plans.

Abstract: Embodiments disclosed herein include an apparatus for bump translation. In an embodiment, the apparatus includes a substrate with a first bump field with a first height and a first depth on the substrate, where the first depth is orthogonal to the first height, and where the first bump field further comprises a first pitch in a direction of the first height. In an embodiment, the apparatus includes a second bump field with a second height and a second depth on the substrate, where the second depth is orthogonal to the second height, and where the second bump field comprises a second pitch in a direction of the second height, where the second pitch is smaller than the first pitch. Embodiments include a third bump field with a third height and the second depth, where a sum of the second height and the third height is equal to the first height.

Abstract: A method, apparatus, non-transitory computer readable medium, and system for generating a design document from a text prompt include obtaining a design prompt that describes a document type and selecting a design template for the document type based on the design prompt. An image generation model generates an image for the design template based on the design prompt and a design document is generated based on the design template. The design document has the document type and includes the image at a location indicated by the design template.

Abstract: A metal-insulator-metal (MIM) capacitor includes a dielectric layer forming a plane and a capacitor dielectric formed in a pattern having a width parallel to the plane and a height transverse to the plane. Electrodes are formed as sidewall spacers on opposite sides of the width of the capacitor dielectric. Each of the electrodes has a contact to make an electrical connection to the electrode, the contact being disposed within the height.

Abstract: In some embodiments, a metaverse optimization and prioritization enabled cloud-based controller includes a metaverse traffic classification unit; and a metaverse optimization and prioritization unit, wherein based upon the identification and classification of data packets as metaverse data packets, the metaverse optimization and prioritization unit optimizes and prioritizes a metaverse client device and metaverse traffic associated with a metaverse optimization and prioritization enabled network. In some embodiments, the metaverse optimization and prioritization unit optimizes the metaverse client device based upon a quality of experience associated with the metaverse client device. In some embodiments, the metaverse optimization and prioritization unit prioritizes the metaverse traffic based on quality of service management features ascertained utilizing the metaverse optimization and prioritization enabled cloud-based controller.

Abstract: An apparatus comprising: at least one processor; and at least one memory storing instructions that, when executed by the at least one processor, cause the apparatus at least to: determine Doppler shift information per transmission reception point per frequency hopping block; combine the frequency hopping blocks associated with positioning reference signals received from a transmission reception point per transmission reception point; determine a time of arrival of the received positioning reference signals per transmission reception point, based on the combined frequency hopping blocks; transmit, to a location management function, at least one of: an average speed of the apparatus from the respective transmission reception point over the frequency hopping blocks, or an adjusted positioning measurement based on at least one of the determined time of arrival, a Doppler frequency, and a speed of the apparatus; and transmit, to the location management function, the time of arrival per transmission reception point

Abstract: An apparatus comprises at least one processing device configured to determine whether an information technology asset in an information technology infrastructure environment is equipped with a cellular modem and, responsive to determining that the information technology asset is equipped with the cellular modem, to determine whether a cellular operational profile for a cellular-based management network associated with the information technology infrastructure environment is provisioned for the cellular modem. The processing device is also configured, responsive to determining that the cellular operational profile is provisioned, to establish a connection with the cellular-based management network.

Abstract: A power system for powering a pulsed load that intermittently delivers current pulses can include: an energy reservoir; a first DC-DC converter having an input that receives an input voltage and an output coupled to the energy reservoir; a second DC-DC converter having an input coupled to the energy reservoir and an output couplable to the pulsed load; and control circuitry that operates the first DC-DC converter to charge the energy reservoir from a minimum or valley voltage to a maximum or peak voltage during a charging window just prior to a current pulse of the pulsed load so that the first DC-DC converter is at or near its maximum output current at a beginning of the current pulse of the pulsed load.

Abstract: A computing device, a method and a computer program product for routing incoming calls received by the computing device to at least one ultra-wideband (UWB) enabled display device. The method includes detecting an incoming call and identifying a user having a user profile associated with the incoming call. The method further includes determining a location of each display device and the user relative to the location of the computing device, based on UWB ranging between the computing device and the display devices, and at least one of a user-associated UWB tag and a user device. The method further includes identifying a first display device that is closest to the location of the user and determining if the user profile is active on the first display device. In response to determining that the user profile is active on the first display device, routing the incoming call to the first display device.

Abstract: A method for predicting takeover events across mobilities may monitor responses during takeover events in a car simulation from a plurality of participants. The method may monitor responses during takeover events in a micro-mobility simulation from the plurality of participants. The method may perform statistical analysis to find patterns and deviations between characteristics extracted from the responses during the takeover events in the car simulations and characteristics extracted from responses during the takeover events in the micro-mobility simulations. The method may form takeover predictions on a different type of micro-mobility vehicle using predictive modeling from the characteristics extracted from the responses during the takeover events in the car simulations and characteristics extracted from responses during the takeover events in the micro-mobility simulations. The method may integrate transfer learning in the predictive modeling.

Abstract: An accelerated processor includes a processor core die including a plurality of compute units, the plurality of compute units including a first level (L1) cache. The accelerated processor also includes a plurality of memory cache dies coupled to the processor core die, the plurality of memory cache dies including a last level cache (LLC) such as a level 3 (L3) cache. The accelerated processor includes an LLC controller to issue a cache access request to the LLC and, based on a latency of the cache access request, direct the cache access request to a subset of the plurality of memory cache dies.

Abstract: Systems and methods are described herein for generating query suggestions. The method comprising retrieving a plurality of metadata fields associated with a media asset, generating, based on the retrieved plurality of metadata fields, a plurality of combinations of the metadata fields. For each respective combination of the metadata fields of the plurality of combinations, the method searches a database for media assets that comprise metadata fields matching the respective combination of the metadata fields, and calculates a number media assets that match the respective combination based on the searching. The method selects a combination of the metadata fields of the plurality of combinations with a lowest associated calculated number of matching media assets, creates a suggested query based on the selected combination of metadata fields, and outputs the suggested query.

Abstract: A power system includes a power source configured to output electrical power, a power converter configured to convert the electrical power into a converted power, and a power bus configured to deliver the converted power to a power load connected to the power bus. The power system further includes a controller that implements a neural network (NN) trained to perform a NN-based model predictive control (NNMPC). The controller utilizes the NNMPC to obtain at least one learned control input for power regulation for a current system state and power load measurement of the power load in real-time, and to perform an output action that regulates the power system based on the at least one learned control input obtained by the NNMPC.

Abstract: Methods, apparatus, and processor-readable storage media for detecting duplicate incidents using machine learning techniques are provided herein. An example method includes obtaining information associated with tracking a first incident in an incident database, generating a summary of the first incident by processing at least a portion of the information using at least one first machine learning model, and generating an embedding of the first incident by processing the generated summary using at least one second machine learning model. The method also includes computing a set of similarity scores for the first incident, determining whether the first incident is a duplicate of at least one of a plurality of additional incidents in the incident database based on the set of similarity scores, and initiating an update to one or more data records in the incident database based at least in part on a result of the determining.

Abstract: Certain aspects of the present disclosure provide techniques for techniques for machine learning (ML)-based user equipment (UE) mobility. A method generally includes transmitting a handover request associated with handing over a UE from a first cell associated with an apparatus to a second cell associated with a first target network node, the handover request comprising an identifier (ID) of the apparatus and predicted information associated with the UE, the predicted information generated by a ML model; and receiving an information update message comprising: feedback information comprising feedback on the predicted information, the feedback information associated with refining the ML model, and a first persistent ID assigned to the UE, wherein the first persistent ID remains invariant across different radio resource control (RRC) modes of the UE, wherein the different RRC modes comprise an idle mode, an inactive mode, and a connected mode.

Abstract: A method and system for modeling trust levels of drivers and modifying autonomous systems in real time in response to predicted trust levels. These modifications may be made by one or more systems, including an autonomous driving agent. An end-to-end attention network known as a Selective Windowing Attention Network (SWAN) learns directly from time-series data and assigns attention to critical areas.

Abstract: Technologies for reducing the impact of inductors on electrical traces are disclosed. In an illustrative embodiment, conductive ink is applied in a silk screen layer on top of a solder mask of a circuit board. The conductive ink forms shield regions under and near where inductors are placed and/or where a power plane is routed. The conductive shield regions may be coupled to a ground plane in the circuit board. The conductive shield regions can partially shield traces under and near the inductor, reducing the noise induced on nearby traces. The conductive shield regions can allow traces for high-speed input/output signals to be routed closer to the inductor, reducing the size, number of layers, and/or cost of the circuit board. In some embodiments, the conductive shield regions can shield emissions from the power plane, reducing interference on antennas of a device.

Abstract: Methods, computing systems, and technology for using machine-learned techniques for determining a keyword for a web resource, and automating content presentation for the web resource. The system can receive, from a user device of a first content provider, a request associated with a web resource having a plurality of assets. Additionally, the system can determine, based on the plurality of assets, a first keyword associated with the web resource. Moreover, the system can determine, based on a first keyword cluster associated with the first keyword, the first keyword being associated with a first query cluster having a query performance metric. Furthermore, the system can process, using a machine-learned forecasting model, the first keyword and the first query cluster to generate a keyword performance metric for the first keyword. Subsequently, the system can perform an action based on the keyword performance metric associated with the first keyword.

Abstract: Systems, computer program products, and methods are described herein for a system for mapping and executing usage of multiple source elements for completion of a resource request. The present disclosure is configured to receive source element data related to at least two source elements, establish resource request parameters, determine an execution source element, and execute a resource transfer in response to the resource request using the execution source element.