Abstract: Methods, apparatus, and processor-readable storage media for a neural network-based message communication framework with summarization and on-demand audio output generation are provided herein.

Abstract: Methods, systems, and devices for wireless communications manager are described. An example method for wireless communication at a UE includes receiving a request for a frequency band capability of the UE from a network, wherein the request includes a plurality of network frequency bands. The method may also include selecting a subset of frequency band combinations from a plurality of frequency band combinations supported by the UE, wherein a numerical quantity of the plurality of frequency band combinations supported by the UE exceeds a size constraint of a capability message, and wherein the subset includes at least one frequency band combination for each network frequency band. The method may also include sending the capability message in response to the request that includes an indication of the subset of frequency band combinations.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may detect a condition associated with a frequency band for the UE. Accordingly, the UE may trigger a tracking area update or a registration update based at least in part on detecting the condition. Alternatively, the UE may trigger a registration update based at least in part on detecting the condition. Numerous other aspects are described.

Abstract: A method of wireless communication by a user equipment (UE) includes receiving, from a network, a capability request including a frequency band filter. The method further includes retrieving, from a server, a prioritized list of frequency band combinations based on a location of the UE. The method still further includes transmitting, to the network, the prioritized list adjusted based on the frequency band filter, in response to the capability request. A method of wireless communication by a network device includes receiving, from a UE, a request for a list of frequency band combinations based on a location of the UE. The method further includes transmitting, to the UE, a prioritized list of frequency band combinations for the location of the UE. The prioritized list is based on a selected network configured frequency band combination associated with the location of the UE.

Abstract: Devices and techniques are generally described for detection of network anomalies. In various examples, first data describing network communication between a plurality of source entities and a plurality of destination entities may be received. In some examples, respective feature data representing network communication between a respective source entity and one or more of the plurality of destination entities may be generated. In some examples, an unsupervised machine learning model may be used to determine a first number of clusters of the feature data. In various cases, a first source entity that is an outlier with respect to the first number of clusters may be determined based at least in part on the first number of clusters. The first source entity may be classified as an anomalous entity.

Abstract: A device may receive a machine learning model, training data, and test data, and may perform a unit test on the machine learning model to generate unit test results. The device may perform regression tests on the machine learning model, with the training data and the test data, to calculate model scores, create graphs, determine inference delays, and identify missing points for the machine learning model. The device may perform scale and longevity tests on the machine learning model, with the training data and the test data, to identify additional missing points and calculate a resource utilization for the machine learning model. The device may update the machine learning model, to generate an updated machine learning model, based on the unit test results, the model scores, the graphs, the inference delays, the missing points, the additional missing points, or the resource utilization.

Abstract: Certain aspects of the present disclosure provide techniques for dynamic configuration of demodulation reference signals (DMRSs). A method that may be performed by a base station (BS) includes receiving one or more uplink signals from at least one user equipment (UE); estimating a Doppler shift associated with the one or more uplink signals; determining a density of reference signals (RSs) within a slot for the at least one UE based, at least in part, on the estimated Doppler shift associated with the one or more uplink signals; and transmitting information to the at least one UE indicating an allocation of RS resources for the UE, wherein the allocation of the RS resources is based on the density of the RSs for the at least one UE.

Abstract: The aspects described herein are directed to an apparatus supporting a combination of frequency bands including a first frequency band associated with a primary cell (PCell) and at least a second frequency band associated with a secondary cell (SCell). The apparatus may prune out measurements of frequency bands associated with the SCell, where the frequency bands associated with the SCell may not be supported or deployed at the apparatus when the PCell is too weak. The apparatus measures the first frequency band associated with the PCell and measures the second frequency band associated with the SCell if the measurement of the first frequency band is greater than or equal to a threshold. The apparatus transmits a report including at least the measurement of the first frequency band.

Abstract: A system and method for synchronizing two-dimensional (“2D”) camera data for object recognition. An object recognition kiosk includes a plurality of 2D cameras and a stage for placement of one or more items. The plurality of 2D cameras capture images of items on the stage from multiple angles. The images received from the 2D cameras are concatenated into a single image. The concatenated image is processed by a trained machine learning model that analyzes and detects items present in each of the camera images that make up the concatenated image and generates 2D bounding boxes around each item. Once items are detected in the concatenated image, sensor fusion is performed based on the detected items and the bounding boxes to synchronize the image data from each of the cameras. The sensor fusion process enables the system to accurately identify the one or more items that are present on the stage.

Abstract: Certain aspects of the present disclosure provide techniques for wireless communication by a user equipment (UE), comprising receiving, from a network entity, at least one protocol data unit (PDU) segment of a set of PDU segments of a PDU, and in response to the receiving, processing the at least one PDU segment prior to receiving every PDU segment of the PDU.

Abstract: Methods, systems, and devices for wireless communications are described. A user equipment (UE) may transmit, to a base station, a UE capability message associated with a number of downlink multiple-input and multiple-output (MIMO) layers supported at the UE. The UE may receive a configuration for a set of downlink MIMO layers including a first subset of downlink MIMO layers configured for a first cell and a second subset of downlink MIMO layers configured for a second cell. The UE may allocate a first set of resources to the first cell or the second cell, or both, based on the first and the second subset of downlink MIMO layers. The UE may determine a second set of resources are unallocated to the set of downlink MIMO layers and allocate the second set of resources to the first cell or the second cell, or both.

Abstract: Disclosed herein are system, method, and computer program product embodiments for mapping API dependencies for a journey test. An embodiment operates by receiving, at a graphical user interface (GUI), a test script representing the user journey within an application, wherein the test script specifies a sequence of application programming interfaces (APIs) that have been called as a user journeys through the application. The embodiment generates an API dependency map within the GUI comprising a sequential map of visual objects, illustrating (1) each of the APIs specified in the test script and (2) any dependent API called by each of the APIs. The embodiment executes the test script representing the user journey. The embodiment generates a status corresponding to each of the APIs called when executing the test script. The embodiment causes display of the generated status of an API or dependent API within the GUI selected by the user.

Abstract: Aspects relate to a UE adapting the capability it advertises based on the network within which the UE is operating. In some examples, if a network currently supports a certain bandwidth, the UE may select the capabilities it will advertise based on that supported bandwidth. In some examples, a UE may acquire information regarding which configurations were considered by a network. In this case, the UE may select the capabilities it will advertise based on such configurations.

Abstract: Methods, apparatus, and processor-readable storage media for a neural network-based message communication framework with summarization and on-demand audio output generation are provided herein.

Abstract: An interrupt generation method of a storage device includes executing a command provided by a host, writing a completion entry in a completion queue of the host upon completing execution of the command, and issuing an interrupt corresponding to the completion entry to the host in response to at least one of a first interrupt generation condition, a second interrupt generation condition, and a third interrupt generation condition being satisfied. The first interrupt generation condition is satisfied when a difference between a tail pointer and a head pointer of the completion queue is equal to a first mismatch value. The second interrupt generation condition is satisfied when the difference between the tail pointer and the head pointer is at least equal to an aggregation threshold. The third interrupt generation condition is satisfied when an amount of time that has elapsed since a previous interrupt was issued exceeds a reference time.

Abstract: Some aspects described herein relate to reducing a delay in the retransmission of undelivered capability information segments. For example, when transmitting capability information via multiple segments, a UE may request the network to acknowledge each segment and/or may modify a network configured parameter to reduce the delay in retransmitting undelivered segments. In some aspects, a UE may attach to a network for a priority service, such as an emergency service or a short message service. In connection with the attachment, the UE may provide a reduced set of capability information that is relevant to the priority service and that omits at least some capability information irrelevant to the priority service.

Abstract: A method of wireless communication by a user equipment (UE) includes receiving, from a network, a capability request including a frequency band filter. The method further includes retrieving, from a server, a prioritized list of frequency band combinations based on a location of the UE. The method still further includes transmitting, to the network, the prioritized list adjusted based on the frequency band filter, in response to the capability request. A method of wireless communication by a network device includes receiving, from a UE, a request for a list of frequency band combinations based on a location of the UE. The method further includes transmitting, to the UE, a prioritized list of frequency band combinations for the location of the UE. The prioritized list is based on a selected network configured frequency band combination associated with the location of the UE.

Abstract: An example method of operation may include automatically receiving information from a storage area in response to a signal, which information may include test results for a computer product evaluated by a plurality of test stages. The method may also include retrieving deployment parameters for the computer product, determining whether the test results satisfy the deployment parameters for the computer product, and automatically authorizing deployment of the computer product based on whether the test results satisfy the deployment parameters.

Abstract: The aspects described herein are directed to an apparatus supporting a combination of frequency bands including a first frequency band associated with a primary cell (PCell) and at least a second frequency band associated with a secondary cell (SCell). The apparatus may prune out measurements of frequency bands associated with the SCell, where the frequency bands associated with the SCell may not be supported or deployed at the apparatus when the PCell is too weak. The apparatus measures the first frequency band associated with the PCell and measures the second frequency band associated with the SCell if the measurement of the first frequency band is greater than or equal to a threshold. The apparatus transmits a report including at least the measurement of the first frequency band.

Abstract: A Peripheral Component Interconnect express (PCIe) device may include at least one Direct Memory Access (DMA) device and a PCIe controller. The PCIe controller may count, in units of data blocks each having a predetermined size, an amount of data about target commands respectively allocated to multi-functions executed in the at least one DMA device, and determine, among the multi-functions, candidate functions to receive new commands from a host based on a result obtained by comparing the counted amount for each of the multi-functions with a threshold value.