Abstract: Aspects of the subject disclosure may include, for example, allocating radio access network (RAN) resources to support first devices that utilize a first radio access technology (RAT) and second devices that utilize a second RAT, resulting in a resource allocation, obtaining information regarding a quantity of the first devices, a quantity of the second devices, traffic loads associated with the first devices, traffic loads associated with the second devices, or a combination thereof, and adjusting the resource allocation based on the information. Other embodiments are disclosed.

Abstract: A current measurement device, comprising three or more different positions, wherein each position has at least two magnetoresistances. The two magnetoresistances are two magnetoresistances which respectively have a first sensitive direction and an opposite second sensitive direction. Within a set range, the resistance value of the magnetoresistance has a linear relationship with a magnetic field at the position where the magnetoresistance is located. The sensitive directions of all magnetoresistances at different positions are the same or opposite. A magnetic field to be measured has a component in the sensitive direction of the magnetoresistance. At least at one position the component in the sensitive direction of said magnetic field is different from components in the sensitive direction of said magnetic fields at other positions.

Abstract: The present disclosure provides a new and innovative method and system for flow rate compensation in devices, such as medical devices and other electronic devices. In various embodiments, a computer-implemented method includes dispensing, by a pump controlled by a controller, a fluid from a fluid supply in a pulse mode over a period by determining a pulse volume for a pulse, determining a pulse cycle time, and for the period: controlling the position of the pump to perform a delay and perform a pulse to dispense an amount of the fluid, the pulse performed for the pulse cycle time, calculating an overshoot or undershoot of the amount of the fluid dispensed relative to the pulse volume, adjusting the pulse cycle time based on the calculated overshoot or undershoot, and repeating the dispensing until the period has elapsed.

Abstract: Aspects of the subject disclosure may include, for example, obtaining network performance data for both a wired network and a wireless network. A user request for a service can be obtained, and then the service can be partitioned into first portion and second portions. The size of the first portion relative to the size of the second portion can be determined according to the network performance data for each of the wired and wireless networks. The first portion of the service can be provided to user equipment via the wireless network and the second portion of the service can be provided to the user equipment via the wired network. Other embodiments are disclosed.

Abstract: A system and method are disclosed for training a neural network to predict remaining battery capacity. Measured battery parameters are collected over time from a battery, including voltage, current, temperature, remaining voltage, and full charge voltage. The measured parameters are preprocessed to generate input feature vectors, including determining a rate of change of voltage over time. A training data set is generated comprising the input feature vectors and corresponding target output vectors indicating low battery, very low battery, and depleted battery states. A neural network comprising an input layer, at least one hidden layer, and an output layer is initialized and trained by iterative forward propagation, loss computation, and backpropagation-based weight and bias updates. Training is terminated upon satisfaction of a predefined tolerance or a maximum number of iterations. The trained neural network is stored for use in generating battery alarm indications during battery discharge.

Abstract: Aspects of the subject disclosure may include, for example, determining, in relation to a communication node, a neighboring node of a wireless network, wherein the neighboring node comprises a baseband processor in communication with a radio frequency (RF) subsystem. A determination is made regarding one of a spatial configuration, a hosting infrastructure configuration, or both, of the neighboring node. The spatial configuration includes one of a divided configuration, including geographically separated centralized and a distributed baseband units, and an undivided configuration including an undivided baseband unit. The hosting infrastructure configuration distinguishes a physical configuration having the baseband processor includes dedicated compute resources allocated to the node, from a virtual configuration having a virtual baseband processor hosted on shared compute resources.

Abstract: Facilitating network slicing information preservation in advanced networks in advanced networks is provided herein. Operations of a system include receiving, from second network equipment, network slice configuration information for a user device during a first handover of the user device from the second network equipment to the first network equipment. The network slice configuration information can include information indicative of a first network slice and a second network slice generated via a microservice of a network intelligent controller. Further the operations can include transmitting, to third network equipment, the network slice configuration information for the user device during a second handover of the user device from the first network equipment to the third network equipment.

Abstract: Aspects of the subject disclosure may include, for example, transmitting a first message that identifies a first plurality of capabilities supported by the device, based on the transmitting of the first message, obtaining a second message from a user equipment that identifies a second plurality of capabilities supported by the user equipment, wherein the second plurality of capabilities is a subset of the first plurality of capabilities, and provisioning a first communication service to the user equipment in accordance with at least one capability included in the second plurality of capabilities. Other embodiments are disclosed.

Abstract: Disclosed embodiments provide techniques for creating a smaller version of an original document. An ontology is defined, and a document type for an original document is determined, based on the ontology. Multiple key-value pairs (KVPs) are extracted from the original document based on the document type. Pages in the original document that include one or more KVPs are identified, and the smaller, condensed version includes the identified pages from the original document.

Abstract: Embodiments of the disclosure relate to electronically parsing a complicated table to extract data. Aspects include electronically parsing an electronic image to identify an irregular table. Aspects include selecting an anchor column in the irregular table, the anchor column comprising column data, where the anchor column is selected based at least in part on coordinates of the column data and on vertical distances of the column data, where rows are determined based on vertical relationships of the vertical distances of the column data of the anchor column. Aspects include separating the rows into snippets in accordance with the vertical relationships of the column data, where row data is extracted from the snippets. Aspects include generating a new data structure such that the row data is combined in the new data structure and causing an action to be performed in response to generating the new data structure.

Abstract: A method and a system for filling and sealing a liquid-filled hard capsule are provided. The method includes: separating a capsule body and a capsule cap, filling a material into the capsule body, and inflating an inert gas into the capsule cap, wherein the material at least includes a liquid; fitting the capsule cap and the capsule body obtained in step S1 to obtain a liquid-filled capsule; injecting a glue into a fitting gap, while applying pressure to the liquid-filled capsule, so that the glue fills the fitting gap using negative pressure, and then heating the fitting gap to implement sealing.

Abstract: Aspects of the subject disclosure may include, for example, analyzing data by applying AI modeling to the data where the analyzing includes analyzing network conditions at a SA network and an NSA network resulting in analyzed network conditions; predicting a better user experience for a communication session of an end user device based on the analyzed data resulting in a prediction; selecting one of the SA network or the NSA network for the end user device based on the prediction resulting in a selected network; determining a time period for the end user device to continue utilizing the selected network for future communication sessions; and providing an instruction to a network element that causes the end user device to connect to the selected network, where the end user device utilizes the selected network for the communication session and the future communication sessions during the time period. Other embodiments are disclosed.

Abstract: A system selects a network type for a UE to communicate with a network. The network type may be a classical radio access network (RAN) or a virtual RAN. The selection process may be device-driven, network-driven, or a combination. A network device may collect and analyze network performance data and UE processing capabilities to determine and reconfigure the optimal network type. The UE may gather data, receive network recommendations, and communicates its preference. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, communicatively coupling to a first communication device over an LTE mobile network, and determining a first handover to a first target base station, the first target base station is part of a 5G (or next generation) mobile network. Further embodiments can include determining that the first communication device is performing a first type of service resulting in a first determination, and preventing the first handover to the first target base station based on the first determination. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, obtaining data regarding one or more local networks, wherein the one or more local networks provide network connectivity for a user device, receiving policy information from an SMO system, and causing the data and the policy information to be provided to an AIC that is associated with one or more access networks, wherein the causing enables the AIC to determine whether to effect a handover for the user device from the one or more local networks to the one or more access networks. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, receiving a service request relating to a user device, identifying service delivery requirements for the service request, resulting in identified requirements, creating a resource slice based on the service delivery requirements, and providing data regarding the resource slice to a first intelligent controller and a second intelligent controller, wherein the first intelligent controller relates to one or more networks that are associated with a premises, wherein the premises comprises a residential premises or a commercial premises, wherein the second intelligent controller relates to the user device, and wherein the providing causes the first intelligent controller to manage use of resources in the one or more networks to facilitate traffic delivery for the service request and causes the second intelligent controller to manage use of resources in the user device to facilitate data processing for the service request. Other embodiments are disclosed.

Abstract: Aspects of the subject disclosure may include, for example, receiving a service request relating to a user device, identifying service delivery requirements for the service request, resulting in identified requirements, obtaining first information from a first intelligent controller regarding resources in network(s) that are associated with a premises, wherein the premises comprises a residential/commercial premises, obtaining second information from a second intelligent controller regarding resources in the user device, based on the identified requirements and the first and second information, selecting a first resource in the network(s) and a second resource in the user device, and facilitating service delivery for the user device by coordinating with the first intelligent controller to utilize the first resource for delivery of traffic associated with the service request and by coordinating with the second intelligent controller to utilize the second resource for processing relating to the traffic.

Abstract: Facilitating network slicing information preservation in advanced networks in advanced networks is provided herein. Operations of a system include receiving, from second network equipment, network slice configuration information for a user device during a first handover of the user device from the second network equipment to the first network equipment. The network slice configuration information can include information indicative of a first network slice and a second network slice generated via a microservice of a network intelligent controller. Further the operations can include transmitting, to third network equipment, the network slice configuration information for the user device during a second handover of the user device from the first network equipment to the third network equipment.