Abstract: A communal media system includes a content management system for storing multimedia content and a synchronization system configured to: retrieve the multimedia content for delivery to a plurality of user devices and receive social media content generated by the user devices; separate the multimedia content and the social media content into a set of prioritized layers; determine a timestamp offset for each of the user devices; and adjust simultaneous deliveries of the multimedia content and the social media content to the user devices, based on a priority associated each layer and the timestamp offset associated with each user device, The multimedia content is delivered to each user devices at the same time and the social media content is delivered to the user devices at the same time while the multimedia content is being viewed on the user devices.

Abstract: Systems and methods for continuous tracking of media file playback. First, transaction data from a platform stream is received. The transaction data corresponds to a request to play a media file from an end user, as well as continuous play information. Next, the transaction data is verified. Then, the verified transaction data is signed using a cryptographic signature. Next, it is determined whether the transaction data corresponds to a valid blockchain transaction. If the transaction data corresponds to a valid blockchain transaction, the valid blockchain transaction is recorded to a blockchain. Last, the transaction data and the cryptographic signature are transmitted to one or more validation nodes.

Abstract: A communal media system includes a content management system for storing multimedia content and a synchronization system configured to: retrieve the multimedia content for delivery to a plurality of user devices and receive social media content generated by the user devices; separate the multimedia content and the social media content into a set of prioritized layers; determine a timestamp offset for each of the user devices; and adjust simultaneous deliveries of the multimedia content and the social media content to the user devices, based on a priority associated each layer and the timestamp offset associated with each user device, The multimedia content is delivered to each user devices at the same time and the social media content is delivered to the user devices at the same time while the multimedia content is being viewed on the user devices.

Abstract: A method performed by a computing system that collects information on transactions in a telecommunication system includes receiving an event object. The event object includes parameters associated with a telecommunication event. The method further includes classifying the event object, using a classification mechanism, as one of a plurality of Key Performance Indicators (KPIs) by using the parameters, including considering events from multiple protocols for classifying event objects. The method further includes, after classifying the event object, inferring relationships between a set of inputs and a set of outputs, the set of inputs including information types from the event object and the set of outputs including KPIs.

Abstract: Methods and systems are provided for generating interpretable user modeling system. The interpretable user modeling system can use an intent neural network to implement one or more tasks. The intent neural network can bridge a semantic gap between log data and human language by leveraging tutorial data to understand user logs in a semantically meaningful way. A memory unit of the intent neural network can capture information from the tutorial data. Such a memory unit can be queried to identify human readable sentences related to actions received by the intent neural network. The human readable sentences can be used to interpret the user log data in a semantically meaningful way.

Abstract: An example operation may include a system, comprising one or more of: receiving a heartbeat message from a peer VNFCI indicating a current operational state of active, when the VNFCI is in active state, determining a first network isolation indicator, by a network isolation subsystem, by checking if the VNFCI was network isolated while becoming active, sending a first heartbeat message to the peer VNFCI indicating a current operational state as active and network isolation boolean since active, obtaining a second network isolation indicator of the peer VNFCI from a heartbeat message datastore, sending a second heartbeat message to the peer VNFCI indicating the current operational state as active and a desired operational state as active when at least one of: the second network isolation indicator was yes, and the first network isolation indicator was no, and sending a third heartbeat message to the peer VNFCI indicating the current operational state as active and a desired operational state as active when at

Abstract: Methods and systems for enhancing a distributed medical network. For example, a computer-implemented method includes inputting training data corresponding to each local computer into their corresponding machine learning model; generating a plurality of local losses including generating a local loss for each machine learning model based at least in part on the corresponding training data; generating a plurality of local parameter gradients including generating a local parameter gradient for each machine learning model based at least in part on the corresponding local loss; generating a global parameter update based at least in part on the plurality of local parameter gradients; and updating each machine learning model hosted at each local computer of the plurality of local computers by at least updating their corresponding active parameter set based at least in part on the global parameter update.

Abstract: An example operation may include a system, comprising one or more of: receiving a heartbeat message from a peer VNFCI indicating a current operational state of active, when the VNFCI is in active state, determining a first network isolation indicator, by a network isolation subsystem, by checking if the VNFCI was network isolated while becoming active, sending a first heartbeat message to the peer VNFCI indicating a current operational state as active and network isolation boolean since active, obtaining a second network isolation indicator of the peer VNFCI from a heartbeat message datastore, sending a second heartbeat message to the peer VNFCI indicating the current operational state as active and a desired operational state as active when at least one of: the second network isolation indicator was yes, and the first network isolation indicator was no, and sending a third heartbeat message to the peer VNFCI indicating the current operational state as active and a desired operational state as active when at

Abstract: The invention includes, in part, storing a seed image having instructions to communicate with devices of a predetermined device type, but not instructions to provision a network device to be fully operational in a network. A processor boots a network device in the network for a first time, detects if another network device exists in the network, and downloads a full version of a product image from the other network device. The full version of the product image uniquely corresponds to network devices deployed in the network that include at least one device of the predetermined device type, replaces the seed image with the full version of the product image, and provisions the network device to a particular device type of the network.

Abstract: A method for performing network function virtualization (NFV) management and orchestration (MANO) operations in a telecommunications network includes collecting, by a mobile network node, mobile network node condition data that specifies network conditions present at the mobile network node, providing, to a distributed NFV-MANO system component located at the mobile network node, the mobile network node condition data, and executing, by the distributed NFV-MANO system component, MANO decision logic. The MANO decision logic provides, based on input that includes at least the mobile network node condition data, at least one MANO operation decision as output. The telecommunications network includes stationary infrastructure components and mobile infrastructure components that communicate with stationary infrastructure components via wireless links, and the mobile network node is one of the mobile infrastructure components of the telecommunications network.

Abstract: In non-limiting examples of the present disclosure, systems, methods and devices for assisting with provisioning individualized application instances are provided. A request to render an individualized instance of an application may be received. A determination may be made based on the request as to whether a sparse metadata chunk exists for each of a plurality of user interface elements associated with the application. A sparse metadata application artifact may be generated for each user interface element for which a sparse metadata chunk is determined to exist. A base user interface chunk of metadata may be identified for each user interface element for which a sparse metadata chunk is determined not to exist. A base metadata application artifact may be generated for each identified base user interface chunk of metadata, and the individualized instance of the application may be caused to be displayed.

Abstract: A solution for establishing a data traffic (e.g., PDU) session for a user equipment (UE) on a network (e.g., 5G cellular network) comprises receiving, by a session management node, a request for the data traffic session for the UE; determining a requested traffic type for the data traffic session, wherein the requested traffic type comprises a first traffic type or a second traffic type; determining whether the session management node is connected to a first user plane function that can support the requested traffic type; based at least on determining that the first user plane function cannot support the requested traffic type, connecting, by the session management node, to a second user plane function that can support the requested traffic type; and based at least on connecting to the second user plane function, establishing the requested data traffic session for the UE using the second user plane function.

Abstract: Techniques for policy-based connection provisioning using Domain Name System (DNS) requests are described herein. The techniques may include receiving policy data associated with one or more headend nodes that manage connections to computing resources. Additionally, the techniques may include receiving a DNS request from a client device to establish a connection between the client device and a first headend node of the one or more headend nodes. The DNS request may include an attribute associated with the client device. A provisioning service may determine that the connection should be established between the client device and the first headend node based at least in part on evaluating the attribute with respect to the policy data. Additionally, the techniques may include sending an internet protocol (IP) address, which is associated with the first headend node, to the client device to facilitate establishment of the connection.

Abstract: This document relates to a process for supporting the management of a variety of types of deployed devices. Administrators utilizing enterprise services can provide generic configuration data using configuration templates, which can be provided to a management server. The management server can then precompute device-specific configuration settings and resolve any conflicts that may arise based on the configuration templates. The configuration templates can also include placeholders for secret values, and once a managed device checks in to the management server, the secret values can be retrieved from an applicable enterprise service and provided to the managed device at the time of applying the configuration template.

Abstract: In some embodiments, a robotic process automation (RPA) design interface comprises a dedicated menu item which, when invoked, includes a file download activity into an existing robotic workflow. A configuration interface further enables the developer to set activity parameters such as a download trigger event and a destination folder for the downloaded file. In some embodiments, executing the download activity comprises the RPA robot suspending subsequent activities of the current robotic workflow until the respective download is complete, and automatically determining a set of runtime attribute values (e.g., filename, size, etc.) of the downloaded file.

Abstract: A method for allocating a virtual resource based on a blockchain, including: receiving resource allocation transaction sent by a client, wherein the resource allocation transaction includes a user identifier of a target user; in response to the resource allocation transaction, invoking verification logic in a smart contract deployed in the blockchain to verify whether a service indicator of the target user within a preset service cycle satisfies a virtual resource allocation condition; and when the service indicator satisfies the virtual resource allocation condition, invoking virtual resource allocation logic in the smart contract to allocate a preset amount of virtual resources to the target user from a virtual resource pool and transfer the preset amount of virtual resources to a blockchain account corresponding to the user identifier, wherein virtual resources in the virtual resource pool are associated with service profits of a service operator corresponding to service of the target user.

Abstract: Methods and systems are described for tracking content consumed by a guest subscriber consuming content with a host subscriber. A host device accessing content transmits a discovery request to identify nearby devices. A guest device in the vicinity receives the discovery request and transmits a response to the host device. As content is played back on the host device, the guest device may receive a content identifier and a progress time from the host device. Using the content identifier and the progress time, a guest device may transmit a request to a server to update a viewing history or subscriber profile associated with the guest subscriber and/or device. A guest subscriber may later resume a program or series from where the content was left on his or her own home or mobile device(s). Communications between a host device and guest device may be direct or via network server and may be secured as private.

Abstract: An automatic system facilitates selection of media properties on which to display an advertisement, responsive to a profile collected on a first media property, where a behavioral-targeting company calculates expected profit for an ad correlated with the profile and arranges for the visitor to be tagged with a tag readable by the selected media property. The profit can be calculated by deducting, from the revenues that are expected to be generated from an ad delivered based on the collected profile, at least the price of ad space at a media property where the BT company might like to deliver ads to the profiled visitor. When the calculated profit is positive (i.e., not a loss), the BT company arranges for the visitor to be tagged with a tag readable by the selected media property through which the BT company expects to profit.

Abstract: Gaze positions of an operator wearing a virtual-reality headset displaying a video stream define preferred view regions of the display. Starting with a reference gaze position, and for each subsequent distinctly different gaze position, the virtual-reality headset sends control data, including three spatial coordinates and a time coordinate expressed as a cyclical video-frame index, to a view adaptor receiving the video stream. The view adaptor stores contents of a number of most recent video frames of the video stream in a circular content-buffer and control data of a number of most recent gaze positions in a circular control-buffer. A content filter within the view adaptor determines a preferred view region surrounding a gaze position according to control data held in the circular control-buffer and extracts a partial content of a respective frame held in the circular content-buffer according to the preferred view region.

Abstract: Provided herein are exemplary distributed architectures including a platform system communicatively coupled to a network, a social media system communicatively coupled to the network and configured for interaction by one or more users, and a social media application communicatively coupled to the network and configured for interaction by one or more users. Further exemplary embodiments include a third party service communicatively coupled to the network, a public auditor communicatively coupled to the network, and a public archivist communicatively coupled to the network. The one or more users may include any of individuals, businesses, charities and non-profit organizations, and government organizations.