Abstract: A network management system for orchestrating a network is provided. During operation, the system generates a graph representing the network. A respective vertex corresponds to an entity in the network, and a respective edge indicates a relationship between a vertex pair. The system can determine a first and a second timestamps for a respective edge. The first timestamp indicates a time instance when a relationship indicated by the edge is established. The second timestamp indicates a time instance when the relationship is terminated. The time range between the first and second timestamps indicates an active period for the edge. The system then receives, from an interface of the system, an instruction for comparing the topology, states, and configuration of the network. The system determines the topology, states, and configurations of the network at a target time instance indicated by the instruction by traversing the active edges of the graph.

Abstract: An electronic device may be provided with wireless circuitry and control circuitry. The wireless circuitry may include a phased antenna array. Sensors and other circuitry in the electronic device may generate sensor data such as accelerometer data, gyroscope data, magnetometer data, location data, and spatial ranging data. The wireless circuitry may establish and maintain one or more wireless links with external devices based on the sensor data as the device moves over time. For example, the wireless circuitry may perform physical layer beam adjustments, inter-radio access technology handovers, intra-radio access technology handovers, and/or dual connectivity adjustments based on the sensor data. This may allow the device to maintain one or more wireless links without having to sweep the signal beam of the phased antenna array over its entire field of view each time the device has moved.

Abstract: Gate-all-around integrated circuit structures having depopulated channel structures, and methods of fabricating depopulated channel structures using split source or drain approaches, are described. For example, an integrated circuit structure includes a first vertical arrangement of nanowires, the first vertical arrangement of nanowires having one or more dielectric nanowires coupled to a dielectric source or drain structure. A first gate stack is over the first vertical arrangement of nanowires. A second vertical arrangement of nanowires is laterally spaced apart from the first vertical arrangement of nanowires, the second vertical arrangement of nanowires having one or more semiconductor nanowires coupled to an epitaxial source or drain structure, the one or more semiconductor nanowires horizontally corresponding to the one or more dielectric nanowires, and the epitaxial source or drain structure laterally spaced apart from the dielectric source or drain structure.

Abstract: An electronic device may provide a credential to another electronic device. The credential may allow the other electronic device to perform a transaction. In some instances, the electronic devices may be in proximity to each other, and the proximity may be used to authorize use of the credential on the other device. Further, a user of the electronic device that provides the credential may set one or more conditions on the use of credential by the other device.

Abstract: A decision management technique comprises obtaining, for a set of items, data indicative of a previous percentage division between a first item type and a second item type for each item in the set of items. The technique further comprises classifying each item in the set of items into one of a plurality of clusters, based on the obtained data, wherein each cluster represents a different percentage division range between the first item type and the second item type. The technique further comprises identifying any items in each cluster that deviate from the percentage division range for the cluster, and then applying weights to any identified items based on the deviation from the percentage division range. The technique further comprises re-classifying any identified items to another cluster in the plurality of clusters based on the applied weights.

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: The present disclosure provides a method for generating a structure of an object with a CAD system that meets a target physical parameter value. First a target physical parameter value is set. A model trained using machine learning on a dataset comprising data corresponding to structures of objects having known structural and physical parameter values is obtained, the model establishing relations between the structural parameter values and the physical parameter values. Based on that model and the target parameter value, a generated structure of the object is constructed.

Abstract: Content describing an intended usage of a storage system is received. The content is analyzed by a generative artificial intelligence (AI) model to identify the intended usage described by the content. One or more configurations of the storage system are identified that support the intended usage described by the content. A response including the one or more configurations of the storage system is generated.

Abstract: A method and system for managing a digital workflow include identifying a task from a series of tasks associated with a project; determining a type of the project and to-be-collected information associated with the task; generating a user interface for presenting in an automated digital workflow application, wherein the user interface comprises one or more user interactive elements determined based on the type of the project and the to-be-collected information associated with the task; identifying trigger criteria associated with the task; interrogating a master data hub associated with the digital workflow to detect data associated with a task trigger; and in response to data associated with the task trigger satisfying the trigger criteria, automatically activating the task by causing the user interface to be displayed in the automated digital workflow application.

Abstract: The present disclosure fallback management of managed devices utilizing edge management servers that periodically poll a primary management server. If the primary management server is unreachable, the edge management servers can assume management of a population of managed devices.

Abstract: An electronic device may provide a credential to another electronic device. The credential may allow the other electronic device to perform a transaction. In some instances, the electronic devices may be in proximity to each other, and the proximity may be used to authorize use of the credential on the other device. Further, a user of the electronic device that provides the credential may set one or more conditions on the use of credential by the other device.

Abstract: In some examples, a hybrid particle for use in capturing a polynucleotide may include a scaffold molecule including a seeding primer and a plurality of first moieties, and a nanoparticle including a plurality of second moieties. The scaffold molecule is coupled to the nanoparticle via interactions between the plurality of first moieties and the plurality of second moieties.

Abstract: Methods, systems, and devices for processing prompts by an array of large language models (LLMs). The system may provide the prompt to multiple LLMs. The multiple LLMs are trained on different datasets and have different knowledge and capabilities. The system receives multiple responses from the multiple LLMs, determines a rank for each of the multiple responses, the rank indicating a level of confidence of the corresponding response representing a ground truth, compares the ranks of the multiple responses, and selects the response having the best rank as the most probable ground truth response.

Abstract: Apparatus for generating electro-anatomical mapping and methods used therein include a processor and a memory connected to the processor, wherein the memory contains instructions configuring the processor to receive input data, generate, using at least a machine learning model, an electro-anatomical mapping as a function of the input data, and display the electro-anatomical mapping using a user interface, wherein receiving the input data includes receiving, from an imaging device, at least a medical image and receiving, from a signal capturing device, at least an electrogram, wherein the at least a machine learning model is trained using electro-anatomical mapping training data including exemplary medical images and exemplary electrograms as input correlated to exemplary electro-anatomical mappings as output.

Abstract: A tizanidine liquid preparation and use of the tizanidine liquid preparation in the preparation of a medicament for treating muscle spasm, wherein the tizanidine liquid preparation comprises an active ingredient, disodium EDTA and other pharmaceutical excipients, wherein the active ingredient is one or more of tizanidine or a pharmaceutically acceptable salt, solvate and hydrate thereof.

Abstract: A system for correcting malocclusions may include a maxillary appliance having tooth receiving cavities shaped to receive teeth of a maxilla and a first elastic coupling at gingival line of the maxillary appliance. The first elastic coupling may be configured for receiving an elastic. The system may also include mandibular appliance having tooth receiving cavities shaped to receive teeth of a mandible. The system may also include a corrective appliance having a first coupling configured to be coupled to the mandibular appliance at a first location on a first side of incisors of a patient and a second coupling configured to be coupled to the mandibular appliance on a second side of the incisors, and having an arm extending from the corrective appliance towards the gingival line of the maxillary appliance and being shaped to receive the elastic.

Abstract: The disclosure includes embodiments for a medic system to respond to a medical condition of a vehicle occupant. A method according to some embodiments is executed by a processor. The method also includes determining, by the processor, that a driver of an ego vehicle is experiencing a debilitating medical condition. The method also includes overriding a protocol to decrease an autonomy level of the ego vehicle responsive to inattentiveness of the driver to a driving interface of the ego vehicle so that the driver can be inattentive to the driving interface and the autonomy level is not decreased. The method also includes modifying an operation of an autonomous driving system of the ego vehicle to increase the autonomy level of the ego vehicle to decrease a driving responsibility of the driver responsive to the debilitating medical condition.

Abstract: Disclosed herein are system, apparatus, article of manufacture, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for utilizing a content recommendation system powering a streaming media publisher channel to enhance an ad creative being shown to the user via awareness or performance campaigns. This method allows the platform to present the most relevant hyper-personalized in-channel content to the publisher platform users in endemic banners that run on the platform which then correspondingly helps drive user reach. An example embodiment operates by implementing personalized content banners that may act as a hook for channel users opening their streaming device, both active and lapsed, to enter back into the channel.

Abstract: Systems and methods for enhanced rule-based querying of unstructured text using graph analysis are provided. Some embodiments apply machine learning to the analysis of unstructured text to identify regulatory, privacy, and cybersecurity risks. In some embodiments, a query string is provided to identify desired content in the unstructured text. The query string is tokenized and the tokenized parts are converted into nodes of a query graph and relationships are defining between the nodes. After identifying matches between terms in target text with nodes of the query graph, a graph is generated using matched terms as nodes. Based on the defined relationships, a determination is made whether any group of nodes on the graph satisfy the query string. Any matched nodes are mapped to the target text, and this information is provided to an analyst or reviewer for further consideration or action.

Abstract: Techniques discussed herein facilitate configuration of network slices for a User Equipment (UE) supporting constraints on simultaneous operation of slices. Such a technique may comprise: receiving a registration request message to request registration on a set of requested network slices; registering the UE to a set of allowed network slices; and generating a registration accept message for transmission indicating the UE is registered to the set of allowed network slices, wherein the registration accept message indicates slice compatibility information for each allowed network slice of the set of allowed network slices for the UE, wherein the slice compatibility information for each allowed network slice indicates whether or not other configured network slices of a set of configured network slices are compatible with the configured network slice for simultaneous operation by the UE.