Abstract: This application relates to systems and methods for automatically detecting and correcting image quality based on a set of quality standards. In some examples, a plurality of quality parameters of an image are determined based on receiving an image. It is then determined that at least one of the plurality of quality parameters is below a predetermined threshold. The predetermined threshold may be based on a required quality standard for images. In response to determining that the at least one of the plurality of quality parameters is below the predetermined threshold, feature of the image is adjusted such that the at least one of the plurality of quality parameters is at or above the predetermined threshold.

Abstract: Facilitating achievement of equilibrium between supply and demand of resources is provided herein. Operations of a system include determining a first amount of resources that are to satisfy first requests in a first area, and a second amount of resources that are to satisfy second requests in a second area and comparing the first amount of resources with a first quantity of available resources in the first area, and the second amount of resources with a second quantity of available resources in the second area. Further, based on the first quantity of available resources being less than the first amount of resources and the second quantity of available resources being more than the second amount of resources: classifying the first area as an overloaded condition, classifying the second area as an underloaded condition, and moving a resource of the second quantity of available resources to the first area.

Abstract: This present disclosure provides a method for recording a multimedia file using an electronic device. The method includes previewing a scene comprising a plurality of objects in a field of view of a camera of the electronic device and detecting at least one of a shape event and a sound event associated with at least one object from the plurality of objects in the scene. Further, the method includes determining at least one of a recoding mode and an effect for the at least one object based on at least of the sound event and the shape event and applying at least one of the recording mode and the effect. The method also includes recording the multimedia file comprising the at least one object in at least one of the recording mode video and the effect and storing the multimedia file.

Abstract: Systems and methods for generating training data, and training machine learning models with the generated training data, are disclosed. In some examples, a computing device obtains, from a data repository, training data, wherein the training data comprises labelled samples and unlabeled samples. The computing device generates clusters of the training data based on one or more corresponding attributes of the training data. Further, the computing device determines a distance metric between positively labelled samples and unlabeled samples within each cluster, and generates, for each of the clusters, a plurality of sub-clusters based on the determined distance metrics. The computing device also determines, from each of the plurality of sub-clusters, one or more of the unlabeled samples based on a corresponding reward value and a corresponding sampling rate value. The computing device may train a machine learning model with the determined unlabeled samples from each of the plurality of sub-clusters.

Abstract: There is provided a method for a session audit in a communication system having a first plane and a second plane. The method can be employed in a case in which the first plane is a control plane and the second plane is a user plane, or a case in which the first plane is a user plane and the second plane is a control plane. The first plane performs operations of (1) sending to the second plane, an association update request that contains a first vendor-specific information element (IE) having (a) a bit set to indicate a desire for a single control plane (CP) fully-qualified session identification (CP F-SEID), and (b) a CP F-SEID, and (2) receiving from the second plane, an association update response that contains a second vendor-specific IE having (a) the CP F-SEID, and (b) a mapped user plane (UP) fully-qualified session identification (UP F-SEID).

Abstract: An electronic device for auto focus is provided. The electronic device includes determining, by the electronic device, at least one region of interest (ROI) in a scene displayed in one of a viewfinder and a captured image frame and determining, by the electronic device, at least one sub ROI in the at least one ROI by performing a first level of auto focus using at least one first image sensor. Further, the method includes determining, by the electronic device, at least one focused sub ROI by performing a second level of auto focus on the at least one sub ROI using at least one second image sensor and rendering, by the electronic device, a focus transition for the at least one focused sub ROI to one of the viewfinder and the captured image frame.

Abstract: A Shared Cell (SC) Controller uses deployment information, radio resource utilization measurements, cell load measurements, signal quality measurement, operator's policies and radio capabilities to make decisions on system configuration, re-configuration, and channel allocation related to the Shared Cell groups. The SC Controller may also use artificial intelligence/machine learning to predict future system state when making decisions on system configuration and channel allocation. The SC Controller can be implemented in the context of using a CBRS system, the ORAN architecture, and the Shared Cell group of Radio Units (RUs). SC Controller can be implemented as part of the Non-Real Time Radio Intelligent Controller (Non-RT RIC). The SC Controller interfaces with the Citizens Broadband Radio Service Device (CBSD) Controller, and the SC Controller sends the Shared Cell group information to the O-RU Controller so that the O-RU Controller can configure the radio components.

Abstract: This application relates to automated processes for determining item placement compliance within retail locations. For example, a computing device may obtain an image of a fixture within a store. The image may be captured by a camera with a field of view directed at the fixture. The computing device may apply a segmentation process to the image to determine a portion of the image. Further, the computing device may determine a correlation between the portion of the image and each of a plurality of item image templates. Each item image template may include an image of an item the retail location sells in the retail location. The computing device may determine, based on the correlations, one of the plurality of item image templates and its corresponding item. The computing device may then determine whether the item should be located at the fixture based on a planogram.

Abstract: Methods, apparatus, and processor-readable storage media for processing order experience data across multiple data structures are provided herein.

Abstract: A system including one or more processors and one or more non-transitory computer-readable media storing computing instructions that, when executed on the one or more processors, perform: determining one or more work orders for a service provider; determining an optimal service route for the one or more work orders; updating an available time slot in a work schedule of the service provider; and transmitting the work schedule updated with the optimal service route to be displayed on a user interface executed on a device of the service provider. Other embodiments are also provided.

Abstract: The present application provides a hazardous gas detection system to determine hazardous gas concentrations and/or temperatures within a flow of exhaust air in an exhaust duct of a gas turbine compartment. The hazardous gas detection system may include one or more sensors positioned within or in communication with the exhaust duct and a static mixer positioned upstream of the one or more sensors to promote mixing of the flow of exhaust air.

Abstract: A method for time sensitive network (TSN) operation includes: in the case of data traffic stoppage in a communication channel of TSN due to at least one of down time of a user plane (UP) connection and a reset of the UP connection, performing the following: generating, by a user plane function (UPF), an audit report about the at least one of the down time and the reset; sending, by the UPF, the audit report to a first element in control plane (CP), without waiting for communication from the CP; and determining, by one of the first element or a second element in the CP, survival time of the communication channel. The audit report is sent along with a report type indicating the down time of the UP connection due to connection fluctuation or a switch-over of the UP connection from a primary UPF to a back-up UPF.

Abstract: This application relates to systems and methods for automatically detecting and correcting image quality based on a set of quality standards. In some examples, a plurality of quality parameters of an image are determined based on receiving an image. It is then determined that at least one of the plurality of quality parameters is below a predetermined threshold. The predetermined threshold may be based on a required quality standard for images. In response to determining that the at least one of the plurality of quality parameters is below the predetermined threshold, feature of the image is adjusted such that the at least one of the plurality of quality parameters is at or above the predetermined threshold.

Abstract: Techniques for processing of electronic documents comprising tables to desirably extract and/or recreate tables, including information in the tables, are presented. A document processing management component (DPMC) can perform a multi-stage process to extract a table from a document and recreate the table, including the table structure and information, in an editable form. During first stage, DPMC can identify candidate cells of the table based on analysis of the document, including identifying border lines that can represent cell borders, identifying any free floating candidate cells, and identifying characters of the candidate cells. During second stage, DPMC can determine structural relationships between respective candidate cells and respective neighbor candidate cells in all directions, based on applicable rules, and record the respective associations between those candidate cells.

Abstract: A combined User Plane (UP) node optimizes the UP data stream handling for 4G/5G network operation as follows. The combined UP node, which includes an access data plane node, an intermediate data plane node, an anchor data plane node, and a session handling process module. If the IP addresses or the namespaces of the access data plane node, the intermediate data plane node, and the anchor data plane node are different, then the downlink and uplink packet stream handling utilizes an intermediate interface path within the combined UP node. If the IP addresses or the namespaces of the access data plane node, the intermediate data plane node, and the anchor data plane node are same, then the downlink and uplink packet stream handling does not utilize an intermediate interface path within the combined UP node, but TEID of the unutilized intermediate interface path is used in PFCP response message.

Abstract: A method for optimizing a UI of an application in an electronic device is provided. The method includes detecting, by the electronic device, at least one first application installed in the electronic device, determining, by the electronic device, at least one data item associated with at least one UI of the at least one first application to be modified, modifying, by the electronic device, the at least one data item associated with the at least one UI of the at least one first application based on a level of proficiency of a user with an already used application in the electronic device, and displaying, by the electronic device, the at least one UI with the at least one modified data item of the at least one first application.

Abstract: A platform for storing and reporting of data records associated with management of a population of managed devices is disclosed. Data records are injected into a hosted computing environment in which data processing services are arranged to store and generate analytics associated with a mobile device management (MDM) platform.

Abstract: An electronic device is provided. The electronic device includes a memory, a user interface, and at least one processor. The at least one processor is configured to determine an optimal domain from a plurality of domains based on a current context, combine the current context and a historical context of the optimal domain to determine a combined context, determine an optimal feature from a plurality of features based on the combined context and a parameter of the optimal domain, and control the user interface to output a recommendation message for the optimal feature.

Abstract: Methods, non-transitory machine readable media, and computing devices that manage data storage fabric health are disclosed. With this technology, a network model is applied to network data determined from monitored network traffic exchanged between storage nodes and via network connections over a cluster fabric to generate a health score for the cluster fabric. A cause of health degradation in the cluster fabric is determined based on an analysis of the network data, when the health score indicates that health of the cluster fabric is degrading. A corrective action is automatically initiated based on the cause of health degradation in the cluster fabric. With this technology, cluster fabrics in data storage networks are more effectively monitored for health degradation and, advantageously, corrective actions can be preemptively initiated to improve performance.

Abstract: This present disclosure provides a method for recording a multimedia file using an electronic device. The method includes previewing a scene comprising a plurality of objects in a field of view of a camera of the electronic device and detecting at least one of a shape event and a sound event associated with at least one object from the plurality of objects in the scene. Further, the method includes determining at least one of a recoding mode and an effect for the at least one object based on at least of the sound event and the shape event and applying at least one of the recording mode and the effect. The method also includes recording the multimedia file comprising the at least one object in at least one of the recording mode video and the effect and storing the multimedia file.