Abstract: Systems, methods, and computer-readable media for generating responses to natural-language queries regarding items in unstructured documents are disclosed. An application instance that includes one or more machine learning models receives, from a subscriber computing system, a query and document comprising unstructured data. Based on the unstructured data, the application instance generates a searchable data structure using a machine learning model. A query response is generated by performing a semantic search on the searchable data structure. The query response is provided to a target application.

Abstract: An inventory tracking system includes storage modules that hold one or more items. Each item is positionable at locations within the storage modules independent of physical characteristics of the item. Inventory monitoring modules are included to monitor storage modules for adding an item, retrieving an item, consuming of the item, returning an unused item, discarding at least a portion of a consumed item, or combinations thereof. Each act is used to determine information about items utilized in the act, including the location within the storage modules of the items. Each storage module updates a central inventory database about a location of the storage module, a revised inventory of the items stored within the storage modules, or both. The location of the storage modules, the revised inventory of the items stored within the storage modules, or both, is used to order a replenishment of the items held within the storage modules.

Abstract: An application instance that includes one or more machine learning models receives, from a subscriber computing system, a document comprising unstructured data. Based on the unstructured data, the application instance generates an optimized model input that includes a plurality of parsed document sections. For each parsed document section, the application instance generates an output set by performing, by a machine learning model, at least one key information extraction operation. The machine learning model transmits the output in structured form to a target application operated or hosted at least in part by a subscriber entity associated with the subscriber computing system.

Abstract: The disclosed technology teaches securing a collaboration tool against unauthorized data exfiltration and malicious files, setting policies for file exfiltration to external guest users, uploading users in the external category, and using a proxy that intercepts an add request and response for a collaboration tool. The add response contains a tag identifying the invited user in the category. The request doesn't identify the user as a guest. Also taught is storing metadata identifying the user in the guest category for applying policies, and using a proxy that intercepts a user request and response for file transfer, and looking up and identifying the user as in the category, and applying the applicable policy. Responsive to the policy, included is invoking DPI and detecting that the referenced file contains sensitive information not permitted by the policy to be transferred by the particular user in the external guest category and blocking file transfer.

Abstract: In some implementations, a first network device may transmit data to a second network device based on the data being associated with a media access control (MAC) address that is associated with an access port of the second network device, wherein the first network device and the second network device are included in a plurality of network devices interconnected by first tunnels associated with a forwarding plane and second tunnels associated with a control plane. The first network device may determine that the MAC address is associated with an access port of the first network device and may transmit, via one or more first tunnels, a notification indicating that the MAC address is associated with the first network device. The first network device may transmit, via one or more second tunnels, a notification indicating that the MAC address is associated with the first network device.

Abstract: A data packet for delivery to a user equipment can be inspected. Based on the inspecting, whether to use a robust downlink delivery can be determined. Based on the determining, a robust modulation coding scheme (MCS) for the data packet can be selected. The data packet can be transmitted utilizing the selected robust MCS. At least one of the inspecting, the determining, the selecting, and the transmitting is performed using at least one processor of at least one computing system. Related apparatus, systems, techniques, and articles are also described.

Abstract: The disclosed technology teaches securing a collaboration tool against unauthorized data exfiltration and malicious files, setting policies for file exfiltration to external guest users, uploading users in the external category, and using a proxy that intercepts an add request and response for a collaboration tool. The add response contains a tag identifying the invited user in the category. The request doesn't identify the user as a guest. Also taught is storing metadata identifying the user in the guest category for applying policies, and using a proxy that intercepts a user request and response for file transfer, and looking up and identifying the user as in the category, and applying the applicable policy. Responsive to the policy, included is invoking DPI and detecting that the referenced file contains sensitive information not permitted by the policy to be transferred by the particular user in the external guest category and blocking file transfer.

Abstract: In some aspects, the techniques described herein relate to a method including: receiving a request from a client device to join a room, the room associate with a plurality of other client devices streaming multimedia content; adding the client device to the room in response to the request; computing a synchronization time for the client based on time values associated with the client device and the other client devices; and transmitting the synchronization time to the client device, causing the client device to adjust playback of the multimedia content based on the synchronization time.

Abstract: An application instance that includes one or more machine learning models receives, from a subscriber computing system, a document comprising unstructured data. Based on the unstructured data, the application instance generates an optimized model input that includes a plurality of parsed document sections. For each parsed document section, the application instance generates an output set by performing, by a machine learning model, at least one key information extraction operation. The machine learning model transmits the output in structured form to a target application operated or hosted at least in part by a subscriber entity associated with the subscriber computing system.

Abstract: The disclosed embodiments describe methods, devices, systems, and computer-readable media for synchronizing streamlining multimedia files among client devices. In the various embodiments, multiple client devices are configured to adjust playback of live multimedia content to synchronize playback in combination with a video conference.

Abstract: A method, an apparatus, a computer-program product and a system for transmission of data packets are disclosed. A communication link between a first device and a second device is established in accordance with a transmission control protocol for transmission of a data packet between the first device and the second device. The communication link is monitored during transmission of the data packet from the second device to the first device. Based on the monitoring, at least a portion of a bandwidth available for transmission of an acknowledgement from the second device to the first device is adjusted. The acknowledgement indicates receipt of the data packet performing by the second device.

Abstract: An inventory tracking system includes storage modules that hold one or more items. Each item is positionable at locations within the storage modules independent of physical characteristics of the item. Inventory monitoring modules are included to monitor storage modules for adding an item, retrieving an item, consuming of the item, returning an unused item, discarding at least a portion of a consumed item, or combinations thereof. Each act is used to determine information about items utilized in the act, including the location within the storage modules of the items. Each storage module updates a central inventory database about a location of the storage module, a revised inventory of the items stored within the storage modules, or both. The location of the storage modules, the revised inventory of the items stored within the storage modules, or both, is used to order a replenishment of the items held within the storage modules.

Abstract: This disclosure relates to method and system for managing Internet of Things (IoT) devices in heterogeneous communication networks. The method includes receiving metadata corresponding to each of a set of IoT devices including a plurality of IoT sensors; validating each of the set of IoT devices based on the received metadata; establishing communication with each of the set of IoT devices through an associated predefined data communication protocol; receiving real-time data from each of the plurality of sensors associated with each of the set of IoT devices through an IoT protocol; monitoring the real-time data received from each of the plurality of sensors at predefined time intervals through a Graphical User Interface (GUI); and managing one or more device parameters corresponding to each of the set of IoT devices in the heterogeneous communication network through the GUI based on the real-time data.

Abstract: A method, an apparatus, a computer-program product, and a system for determining bandwidth for transmission of data packets are disclosed. A data packet in a plurality of data packets is received. An amount of bandwidth required for transmission of the received data packet is determined. The amount of bandwidth is a portion of a total available bandwidth for a radio link. At least one condition associated with the radio link for transmitting the received data packet to a user device is determined. Based on the determined amount of bandwidth and the determined condition, the received data packet is transmitted to the user device. Another data packet in the plurality of data packets is transmitted using another portion of the total available bandwidth.

Abstract: A data packet for delivery to a user equipment can be inspected. Based on the inspecting, whether to use a robust downlink delivery can be determined. Based on the determining, a robust modulation coding scheme (MCS) for the data packet can be selected. The data packet can be transmitted utilizing the selected robust MCS. At least one of the inspecting, the determining, the selecting, and the transmitting is performed using at least one processor of at least one computing system. Related apparatus, systems, techniques, and articles are also described.

Abstract: The technology disclosed prevents phishing attacks where a malicious attacker creates a malicious file in a cloud-based store and shares it with endpoint users. A user, opening the shared document, is redirected to a malicious website where a corporation's critical data may be compromised. The cloud-based method applies a set of rules and policies to allow the shared document or block the shared document from the network, based on identifying the ownership or originator of the shared document. Documents from blacklisted websites are blocked. Documents from trusted sources are allowed access to the network. Unknown documents are blocked and threat-scanned to determine if they contain malicious content. If analysis proves a blocked document to be safe, it may be released into the network along with subsequent documents having the same ownership or originator.

Abstract: A method, an apparatus, a computer-program product, and a system for determining bandwidth for transmission of data packets are disclosed. A data packet in a plurality of data packets is received. An amount of bandwidth required for transmission of the received data packet is determined. The amount of bandwidth is a portion of a total available bandwidth for a radio link. At least one condition associated with the radio link for transmitting the received data packet to a user device is determined. Based on the determined amount of bandwidth and the determined condition, the received data packet is transmitted to the user device. Another data packet in the plurality of data packets is transmitted using another portion of the total available bandwidth.

Abstract: An inventory tracking system includes storage modules that hold one or more items. Each item is positionable at locations within the storage modules independent of physical characteristics of the item. Inventory monitoring modules are included to monitor storage modules for adding an item, retrieving an item, consuming of the item, returning an unused item, discarding at least a portion of a consumed item, or combinations thereof. Each act is used to determine information about items utilized in the act, including the location within the storage modules of the items. Each storage module updates a central inventory database about a location of the storage module, a revised inventory of the items stored within the storage modules, or both. The location of the storage modules, the revised inventory of the items stored within the storage modules, or both, is used to order a replenishment of the items held within the storage modules.

Abstract: The disclosed embodiments describe methods, devices, systems, and computer-readable media for synchronizing streamlining multimedia files among client devices. In the various embodiments, multiple client devices are configured to adjust playback of live multimedia content to synchronize playback in combination with a video conference.

Abstract: A data packet for delivery to a user equipment can be inspected. Based on the inspecting, whether to use a robust downlink delivery can be determined. Based on the determining, a robust modulation coding scheme (MCS) for the data packet can be selected. The data packet can be transmitted utilizing the selected robust MCS. At least one of the inspecting, the determining, the selecting, and the transmitting is performed using at least one processor of at least one computing system. Related apparatus, systems, techniques, and articles are also described.