Abstract: A system can identify a group of time-series telemetry data that represents performance metrics of computing devices, wherein the group of time-series telemetry data is represented according to a first number of dimensions. The system can compress the group of time-series telemetry data, wherein the compressed group of time-series telemetry data is represented according to a second number of dimensions that is less than the first number of dimensions, wherein the compressed group of time-series telemetry data is homomorphic. The system can perform a data science operation on the compressed group of time-series telemetry data to produce a first result, wherein the first result is within a predetermined threshold value of a second result of performing the data science operation on the group of time-series telemetry data.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that generate compressed metric data for digital metrics utilizing a graph-based compression dictionary and time slice compression. For instance, the disclosed systems can utilize a dynamically modifiable graph-based compression dictionary to generate compressed metric label identifiers for metric labels of digital metrics. The graph-based compression dictionary can include nodes and edges corresponding to metric label segments and metric label identifier values, respectively. The disclosed systems can traverse the graph-based compression dictionary using a metric label to determine the corresponding compressed metric label identifier. The disclosed systems can further generate delta compression values for the metric values of the digital metrics. For instance, the disclosed systems can compare metric values within a single time slice (e.g., a time stamp) to generate corresponding delta compression values.

Abstract: Aspects of the present disclosure involve a system comprising a computer-readable storage medium storing a program and method for providing a room preview within a virtual conferencing system. The program and method provide for virtual conferencing between plural participants within a first room of plural rooms, the plural rooms being included within a virtual space for virtual conferencing; and for each of the plural participants, provide a first audio channel associated with audio output of the first room, provide display of a room preview element within the first room, the room preview element corresponding to a live preview of a second room of the plural rooms, and provide a second audio channel associated with audio output of the second room.

Abstract: Methods, apparatus, systems, and computer-readable media are set forth for providing digital and non-digital content to a segment of a population that is identified using geolocation data and other activity data. In some implementations, non-digital content is delivered via postal mail to a segment of a population according to whether the segment of the population viewed certain content before, during, or after visiting a particular geographic location. In other implementations, digital content, such as phone calls or voice messages, can be delivered to a segment of a population according whether the segment of the population is present or has recently been present at a particular location and previously viewed certain content associated with the location. Segmenting populations in this way can conserve computational resources and materials that might otherwise be wasted on serving a larger population that may have less of an interest in the content.

Abstract: A method includes initiating an online video call between a healthcare provider device and a patient device, receiving a request to place a phone call from the healthcare provider device to the patient device from within the online video call, and initiating the phone call between the healthcare provider device and the patient device from within the online video call.

Abstract: Various example embodiments for supporting secure communications via secure sessions in communication systems are presented. Various example embodiments for supporting secure communications via secure sessions in communication systems may be configured to support mechanisms in a session layer protocol which enable communications of any communication protocol at any communication protocol layer to be transported over a session layer session (e.g., tunneling any data link protocol, any network layer protocol, any transport layer protocol, and/or any application layer protocol transparently over the session layer protocol), which enable multiple communications of one or more communication protocols of one or more communication protocol layers to be transported over a single session layer session (e.g.

Abstract: A system can identify a first group of time-series telemetry data that represents performance metrics of a computing device, wherein the first group of time-series telemetry data identifies respective first values and corresponding respective first timestamps. The system can create a second group of time-series telemetry data that identifies second timestamps. The system can populate the second group of time-series telemetry data with the respective first values at respective first locations of the second group of time-series telemetry data that correspond to the respective first timestamps of the respective first values. The system can create a tensor that identifies third timestamps. The system can populate the tensor with the respective first values at respective second locations of the tensor that correspond to the respective first timestamps of the respective first values, wherein populating the tensor comprises combining two values of the respective first values.

Abstract: Disclosed herein is a multi-cloud edge system. The multi-cloud edge system includes a core cloud, a multi-cluster-based first edge node system, and a multi-cluster-based near edge node system, wherein the multi-cluster-based first edge node system includes multiple worker nodes, and a master node including a scheduler.

Abstract: Various embodiments comprise systems and methods to maintain data consistency in a data pipeline. In some examples, a computing system comprises data monitoring circuitry that monitors the operations of the data pipeline. The data pipeline receives input data, processes the input data, and generates output data. The data monitoring circuitry receives and processes the output data sets to identify changes between the output data sets. The data monitoring circuitry generates a consistency score based on the changes that indicates a similarity level between the output data sets. The data monitoring circuitry determines when the consistency score exceeds a threshold value. When the consistency score exceeds the threshold value, the data monitoring circuitry generates and transfers an alert that indicates ones of the output data sets that exceeded the threshold value.

Abstract: Methods are provided in which a recording service obtains a multimedia stream along with metadata of an established collaboration session in which at least two participants collaborate via respective user devices. The recording service identifies each of the at least two participants of the established collaboration session based on the metadata and obtains an individual recording privacy control associated with each of the at least two participants based on identifying. The recording service further generates a recording of the established collaboration session restricted by the individual recording privacy control for each of the at least two participants.

Abstract: Methods and apparatuses are described for enhancing chatbot recognition of user intent through graph analysis. A computing device classifies user messages associated with a chat session as either comprehensible user messages that are mapped to a user intent or incomprehensible utterances that are not mapped to a user intent. The computing device arranges the comprehensible messages into first clusters and arranges the incomprehensible messages into second clusters. The computing device generates a first sub-graph for each first cluster and generates a second sub-graph for each second cluster. The computing device calculates a graph kernel matrix using the sub-graphs and trains a classification model using the graph kernel matrix. The computing device executes the trained classification model using the graph kernel matrix as input to generate a predicted intent identifier for the incomprehensible messages.

Abstract: The present disclosure relates to systems, methods, and non-transitory computer-readable media that generate compressed metric data for digital metrics utilizing a graph-based compression dictionary and time slice compression. For instance, the disclosed systems can utilize a dynamically modifiable graph-based compression dictionary to generate compressed metric label identifiers for metric labels of digital metrics. The graph-based compression dictionary can include nodes and edges corresponding to metric label segments and metric label identifier values, respectively. The disclosed systems can traverse the graph-based compression dictionary using a metric label to determine the corresponding compressed metric label identifier. The disclosed systems can further generate delta compression values for the metric values of the digital metrics. For instance, the disclosed systems can compare metric values within a single time slice (e.g., a time stamp) to generate corresponding delta compression values.

Abstract: A GRE tunnel is configured between multiple computing devices of a distributed cloud computing network and a single origin router of the origin network. The GRE tunnel has a first GRE endpoint that has an IP address that is shared among the computing devices of the distribute cloud computing network and a second GRE endpoint that has a publicly routable IP address of the origin router. A first computing device receives an IP packet from a client that is destined to an origin server. The first computing device processes the received IP packet and encapsulates the IP packet inside an outer packet to generate a GRE encapsulated packet whose source address is the first GRE endpoint and the destination address is the second GRE endpoint. The GRE encapsulated packet is transmitted over the GRE tunnel to the single origin router.

Abstract: An electronic device, computer program product, and method are provided that automatically manages compliance by a participant during a video communication session. The electronic device communicatively connects over a network to second electronic device(s) during a video communication session. The electronic device receives image stream(s) produced respectively by an image capturing device of a corresponding second electronic device. The electronic device identifies person(s) within the image stream(s) and compares to a roster of at least one person expected to join the video communication session to produce attendance data. The electronic device determines participation data related to an amount of time that the person(s) gaze toward the image capturing device of the corresponding second electronic device. The electronic device communicates, to a host output device, the attendance data and the participation data of the person(s) during a duration of the video communication session.

Abstract: Provided are an information transmission method and apparatus, an information processing method and apparatus, a terminal, a network element, and a storage medium. The information transmission method includes encapsulating non-access stratum (NAS) information and access resource (AS) parameter information in a vendor-specific protocol (VSP) packet, where the NAS information includes NAS system information and NAS customization information, and the AS parameter information is used for wired side resource negotiation; encapsulating establishment signaling of a wired access network control plane channel in a vendor-specific network control protocol (VSNCP) packet; and transmitting, through the VSP packet and the VSNCP packet, the NAS information and the AS parameter information.

Abstract: An electronic device is configured with a notification throttling system. The notification throttling system obtains a set of priorities for multiple applications that are installed on the electronic device and are enabled for alerting the user via notifications. The set of priorities specifies a relative importance of each particular application among the multiple applications. The notification throttling system throttles application alerts presented by the user device for notifications generated by the applications based on the relative importance of each particular application as specified by the set of priorities.

Abstract: A system and method for initiating a personalized virtual reality session via a virtual reality communication system in a controlled environment is disclosed. The system includes a profile subsystem configured to store an inmate profile of the inmate of the controlled environment. The system also includes a virtual reality subsystem that retrieves the inmate profile associated with the inmate from the profile subsystem, initiates the virtual reality session involving a first communication device used by the inmate of the controlled environment, and personalizes the virtual reality session based on the inmate profile. The system also includes a communication subsystem configured to transmit information related to the virtual reality session to a monitoring system.

Abstract: A cluster compute server stores different types of data at different storage volumes in order to reduce data duplication at the storage volumes. The storage volumes are categorized into two classes: common storage volumes and dedicated storage volumes, wherein the common storage volumes store data to be accessed and used by multiple compute nodes (or multiple virtual servers) of the cluster compute server. The dedicated storage volumes, in contrast, store data to be accessed only by a corresponding compute node (or virtual server).

Abstract: One example method includes hosting, by a video conference provider, a virtual expo; receiving, from a first client device associated with a first participant in the virtual expo, a request to enter a meeting with a second participant in the virtual expo; providing, to a second client device associated with the second participant, a notification of the request to enter the meeting; receiving, from the second client device, an approval of the request; and in response to receiving the approval, joining the first client device to a second virtual meeting.

Abstract: A protocol processing method and apparatus, and a storage medium are provided. The method includes: carrying a leaf-transfer capability identifier in an RIFT protocol, the leaf-transfer capability identifier being configured to indicate that a first node that carries the leaf-transfer capability identifier supports other leaf nodes within a network to access the network through the first node.