Abstract: In some embodiments, apparatuses and methods are provided herein useful to labeling objects in captured images. In some embodiments, there is provided a system for labeling objects in images captured at a product storage facility including a control circuit and a user interface. The control circuit is configured to select a set of unprocessed images; receive a selected configuration based on data resulting from iteratively processing the set of unprocessed images; cluster each unprocessed image into a corresponding group based on the selected configuration; select a plurality of clustered images from each of the plurality of groups; and output the plurality of clustered images from each group. The user interface is configured to: display each clustered image; and receive a user input labeling one or more objects shown in each clustered image resulting in a labeled dataset used to train a machine learning model.

Abstract: There are provided systems and methods for providing application notifications for computing application limitations. A user may engage in a transaction with another user, such as a purchase of goods, services, or other items a merchant using a payment account and/or payment card, such as through a software application. An online transaction processor may provide a monitoring operation to enforce an electronic transaction processing limit on use of one or more account and/or payment limitations via the application. This limit may correspond to a processing limit or throttle, which may limit use of a spending limit in the application below a maximum amount of usage allowed. When the limit is utilized, the online transaction processor may determine that the throttle is approved or violated and may allow a user to configure such limitation through slidable and/or adjustable application icons and interfaces.

Abstract: There are provided systems and methods for providing application notifications for computing application limitations. A user may engage in a transaction with another user, such as a purchase of goods, services, or other items a merchant using a payment account and/or payment card, such as through a software application. An online transaction processor may provide a monitoring operation to enforce an electronic transaction processing limit on use of one or more account and/or payment limitations via the application. This limit may correspond to a processing limit or throttle, which may limit use of a spending limit in the application below a maximum amount of usage allowed. When the limit is utilized, the online transaction processor may determine that the throttle is approved or violated and may allow a user to configure such limitation through slidable and/or adjustable application icons and interfaces.

Abstract: Network devices may be configured to execute computer-executable instructions to instantiate a deployable unit based on the instructions. The instructions may include a virtual network function (VNF) template that includes: a virtualized deployment unit (VDU) template that describes the deployable unit that includes containers; and a connection point template bound to the VDU template. The deployable unit may provide services of a network function in an access network or a core network. The deployable unit may include an interface defined by the connection point template.

Abstract: In some implementations, an orchestration system may receive information regarding a containerized network function (CNF) to be deployed. The orchestration system may obtain deployment information regarding requirements for deploying the CNF, wherein the requirements include one or more of a computing requirement, a memory requirement, or a network connectivity requirement. The orchestration system may provide a request to obtain one or more recommendations regarding one or more schedulers configured to deploy CNFs associated with the requirements. The orchestration system may obtain the one or more recommendations regarding the one or more schedulers based on providing the request.

Abstract: A device can determine, based on a first packet flow associated with a first user device and application identifiers associated with applications accessible by the first user device, that a first packet associated with the first packet flow is destined for a low-latency application having a specified latency range. The device can identify a first low-latency bearer that satisfies the specified latency range associated with the low-latency application. The device can map the first packet flow to the first low-latency bearer.

Abstract: A device associated with a network may receive a service profile for a network slice of the network, where the service profile includes one or more service characterizations of the network slice. The device may determine, based on thresholding rules and for each service characterization, whether the service characterization requires selection from a plurality of building blocks, to obtain a group of service characterizations requiring selection. The device may select, based on selection rules and for each service characterization of the group of service characterizations requiring selection, a building block from the plurality of building blocks, to obtain selected building blocks, where the selection rules map attributes of service characterizations to building blocks. The device may stack, based on stacking rules, the selected building blocks, to obtain a slice infrastructure for the network slice. The device may deploy the slice infrastructure for the network slice in the network.

Abstract: A system comprises one or more devices. The devices are configured to: receive a context associated with a flow of packets between a User Equipment device (UE) and a network slice in a wireless network; obtain one or more policy rules; apply the policy rules to the context and a model of a transport device to generate or update a map that assigns one or more contexts to queues within the transport device; and send the map to the transport device. The transport device is configured to: adjust parameters of the queues based on the map; shape traffic from each of the queues; schedule packets from the queues; and forward the scheduled packets.

Abstract: A computer device may include a memory configured to store instructions and a processor configured to execute the instructions to receive a request from a user equipment (UE) device to resolve a Domain Name System (DNS) query for a Uniform Resource Locator (URL) and determine that the URL corresponds to a malicious URL. The processor may be further configured to select to not resolve the DNS query in response to determining that the URL corresponds to a malicious URL and send an indication to the UE device that the URL corresponds to a malicious URL.

Abstract: A method, a network device, and a non-transitory computer-readable storage medium are described in relation to a hybrid network slicing service. The hybrid network slicing service may enable the initial configuration of a network slice according to network slice requests that may include customized and user-specified network performance criteria. The hybrid network slicing service may enable network slice requests to specify selection of network resources and use/availability based on entity-based criteria including end device and/or application specific associations. The hybrid network slicing service may optimize network slice configurations and generate network slice templates.

Abstract: A network device executes an account management function that pre-authorizes network service unit consumption by multiple subscribers that are members of a same, shared network service account. The account management function receives, from multiple charging systems distributed within the network, network unit consumption charges associated with each of the multiple subscribers, where the network device is centrally located within a network relative to multiple locations associated with the plurality of charging systems. The account management function updates a consumption counter for the same, shared network service account based on the network unit consumption charges associated with the multiple subscribers received from the multiple charging systems distributed within the network.

Abstract: A method, a device, and a non-transitory storage medium are described in which a resource counter tracking service is provided. The service may include the collection of resource information by a charging function from a virtualized device. The resource information may include information pertaining to hardware usage, quality of service, and transport resources associated with the virtualized device, a cluster, or a data center of relevance. The charging function may generate event information based on the resource information, and make available the event information to third party devices.

Abstract: A method, a network device, and a non-transitory computer-readable storage medium are described in relation to a hybrid network slicing service. The hybrid network slicing service may enable the initial configuration of a network slice according to network slice requests that may include customized and user-specified network performance criteria. The hybrid network slicing service may enable network slice requests to specify selection of network resources and use/availability based on entity-based criteria including end device and/or application specific associations. The hybrid network slicing service may optimize network slice configurations and generate network slice templates.

Abstract: Systems and methods described herein provide a hierarchical Account Balance Management Function (ABMF) architecture for a Converged Charging System. Multiple distributed account management devices and a centralized account management device are provided. The centralized account management device includes one or more processors to allocate, to the multiple distributed account management devices, a pre-authorized consumption limit for a shared consumption plan; receive, from one of the multiple distributed account management devices, a request for an additional consumption limit from the shared consumption plan; allocate, to the one of the multiple distributed account management devices, the additional consumption limit; and update an account balance for the shared consumption plan based on allocating the additional consumption limit.

Abstract: A method, a device, and a non-transitory storage medium are described in which a resource counter tracking service is provided. The service may include the collection of resource information by a charging function from a virtualized device. The resource information may include information pertaining to hardware usage, quality of service, and transport resources associated with the virtualized device, a cluster, or a data center of relevance. The charging function may generate event information based on the resource information, and make available the event information to third party devices.

Abstract: A system may receive a first definition for a virtualized instance of a network function. The first definition may include a first set of declarations in a first format that is different than respective formats supported by different virtualized environments. The system may select a first virtualized environment to run the virtualized instance based on requirements specified within the first definition, and may generate a second definition with a second set of declarations that map the first set of declarations from the first format to a second format supported by the first virtualized environment. The system may deploy the virtualized instance to the first virtualized environment using the second set of declarations from the second definition. Deploying the virtualized instance may include configuring its operation based on some of the second set of declarations matching a configuration format supported by the first virtualized environment.

Abstract: A network device obtains service requirements associated with a customer identifier, obtains a first profile describing an infrastructure design of multiple transport domains associated with at least one network slice of a network, and obtains a second profile describing performance characteristics of the multiple transport domains of the at least one network slice. The network device receives training data associated with performance measurements of the multiple transport domains of the at least one network slice, and updates a machine learning model based on the training data. The network device selects at least one of the multiple transport domains for orchestration using the updated machine learning model, the service requirements, the first profile, and the second profile.

Abstract: A computing device may include a memory configured to store instructions and a processor configured to execute the instructions to initialize a Fifth Generation wireless system (5G) function node of a particular type; identify one or more always-on processes associated with the particular type of 5G function node; and activate the identified one or more always-on processes. The processor may be further configured to monitor one or more trigger conditions associated with the 5G function node; detect a trigger condition, of the one or more trigger conditions; identify an on-demand process associated with the 5G function node based on the detected trigger condition; and activate the identified on-demand process in a serverless computing system using a serverless computing interface, in response to detecting the trigger condition.

Abstract: A real-time network consumption tracking service is provided. A charging function (CHF) device receives transaction records of network consumption by user equipment (UE) devices in a wireless network and generates individual event messages based on each of the transaction records. Each of the individual event messages includes a detailed record based on one of the transaction records. The CHF device associates each of the individual event messages with a message bus topic, formats each of the individual event messages for publication on the message bus, and publishes each of the formatted individual event messages to the message bus. The message bus is accessible to external systems that generate dynamic network consumption data sets based on the formatted individual event messages.

Abstract: Disclosed are systems and methods for intelligent, real-time network consumption tracking and traffic steering in fifth-generation (5G) networks via a network configuration and implementation. The disclosed hybrid network traffic steering is effectuated by using Diameter Routing Agent (DRA) and Subscriber Location Function (SLF) to route/steer fourth-generation (4G) network traffic by 5G subscribers to a 5G Charging Function (CHF) for 4G fallback network consumptions. Network currency consumption tracking is performed by the 5G CHF. The CHF dictates policy rules for 5G networks via the Policy Control Function (PCF) of the 5G Core, and dictates policy rules for 4G networks via the Policy and Charging Rules Functions (PCRF) for fallback sessions.