Abstract: Methods, systems, apparatuses, and computer program products are described herein that enable execution of a large AI model on a memory-constrained target device that is communicatively connected to a parameter server, which stores a master copy of the AI model. The AI model may be dissected into smaller portions (e.g., layers or sub-layers), and each portion may be executed as efficiently as possible on the target device. After execution of one portion of the AI model is finished, another portion of the AI model may be downloaded and executed at the target device. To improve efficiency, the input samples may be divided into microbatches, and a plurality of microbatches executing in sequential order may form a minibatch. The size of the group of microbatches or minibatch can be adjusted to reduce the communication overhead. Multi-level parallel parameters reduction may be performed at the parameter server and the target device.

Abstract: A method and system for the efficient backup and recovery of electronic mail objects. Particularly, the disclosed method and system propose the elimination of redundant electronic mail object content while pursuing backup operations thereof, thus promoting faster and more efficient successive backups. Furthermore, the disclosed method and system propose a framework through which the restoration of electronic mail objects may be decoupled from engagement with any electronic mail client.

Abstract: Some organizations have a deployed and functional “controllerless” EVPN VxLAN Fabric in their data centers. Eventually, however, the organization may deploy a controller within the network. In one example, this disclosure describes a method that includes configuring a controller to communicate with each of a plurality of elements in a network; determining, by the controller, an initial operational state of the network; translating, by the controller, the initial operational state of the network to an intent-based configuration; pushing, by the controller, the intent-based configuration to the network to reconfigure each of the plurality of elements in the network in a manner consistent with the intent-based configuration; determining, by the controller and after pushing the intent-based configuration, an updated operational state of the network; and comparing, by the controller, the initial operational state of the network with the updated operational state of the network.

Abstract: The techniques disclosed herein provide dynamic permissions for controlling messages directed to a presenter of a communication system. For example, during a presentation of an online meeting, a system may selectively permit private messages to be sent to a presenter from designated participants. The private messages sent from the designated participants are displayed to the presenter in a manner that does not allow the other participants to see the messages. For instance, if the presenter is sharing a screen from a computer, the system can determine a set of permitted users allowed to send messages to the presenter. The system configures permissions to cause the messages to be displayed in a manner that allows the presenter to view the messages along with their presentation content, while restricting or suppressing the display of the messages to other non-permitted users. The system restricts the non-permitted users from sending messages to the presenter.

Abstract: The present disclosure relates to a method, apparatus and storage medium for resource configuration. The method includes: receiving a request for resource creation, the request comprising a configuration rule for automatic configuration of a target resource; creating an automatic deployment resource in response to the request, wherein the automatic deployment resource includes configuration rule information derived from the configuration rule included in the request; and identifying the target resource to be configured and performing resource configuration for the identified target resource based on the configuration rule information. Thus, the efficiency of configuring a target resource is increased.

Abstract: Provided herein are implementations to sign files via a publish-subscribe message service. In particular, a payload extractor receives, from a message broker via a publish-subscribe message service, a new file event. The message broker receives messages from publisher components and routes the messages to subscriber components based on content of the messages. The payload extractor extracts a payload of the new file and then sends, via the message broker, a signing request with the payload (and metadata) to a signing service. The signing service sends a signed notice with a signature (and metadata), via the message broker, to a signature inserter, which inserts the signature into the new file. Such a configuration provides a secure and scalable signing architecture with decreased network traffic.

Abstract: A process extraction apparatus includes a process extraction apparatus including a message group creator that, based on keywords each extracted from a respective one of multiple messages posted, the respective posting times of the multiple messages, and the respective posters of the multiple of messages, groups the multiple of messages into multiple message groups each including messages with similar characteristics, and an output unit that, based on the respective posting times of the messages included in each of the multiple message groups, outputs a precedence relationship between the multiple message groups.

Abstract: Systems and methods for managing a global virtual network connection between an endpoint device and an access point server are disclosed. In one embodiment the network system may include an endpoint device, an access point server, and a control server. The endpoint device and the access point server may be connected with a first tunnel. The access point server and the control server may be connected with a second tunnel.

Abstract: The present disclosure pertains to utilizing hardware and software to control and record environmental and other data obtained from sensors and other devices, placed throughout a facility, and analyzing and displaying the information in a detailed status report of the environmental conditions inside facility, and once analyzed, the software can provide recommendations to implement measures that increase the efficiency of the facility.

Abstract: An instruction terminal includes a storage that stores correspondence information that associates, for each of communication devices, identification information of the communication device and candidate parameters for communication with the communication device, a first instructor that issues an instruction to acquire the identification information of a network device that is a communication device of the communication devices and is connected to a communication apparatus via a network, a second instructor that issues an instruction to specify, from among candidate parameters that are included in the correspondence information and correspond to the identification information, a device parameter for the communication with the network device, and a receiver that receives specification information indicating the specified device parameter.

Abstract: The techniques disclosed herein improve existing systems by receiving, by a packet processor from a control node of the communications network, a request to program operations for processing data packets, the request received with opaque data comprising a state of the control node. The packet processor stores the operations and the opaque data in a data store of the packet processor. The packet processor receives from the control node a subsequent request to retrieve the opaque data. The packet processor sends to the control node the operations and the opaque data that were stored in the data store of the packet processor. The opaque data is not stored in the control node.

Abstract: An email message delivery system is described that provides a fast and reliable managed email delivery service using MTAs and proxy servers. An email message is selected by an MTA for processing. The MTA determines a sender and an intended recipient associated with the email message. The MTA then identifies a pool of usable source internet protocol addresses for the email message based on the sender and selects a particular source IP address from the pool. The MTA then identifies a particular proxy server that is configured to handle the selected particular source IP address and communicates to the particular proxy server, information including the particular source IP address and the destination IP address. The MTA then transmits the email message to the destination IP address using a connection established by the proxy server between the particular source IP address and the destination IP address.

Abstract: A control apparatus configured to allocate a virtual network for providing a network service on a physical network includes: acquisition means for acquiring information indicating an outside temperature of each node included in the physical network, physical resource information of the physical network, information indicating a predicted traffic amount of the physical network, and an allocation request for the virtual network; and calculation means for calculating an optimal allocation of the virtual network using a target function defined using a unit cost defined for each region and for each time slot and a power consumption model taking into consideration the outside temperature and a load rate calculated based on the predicted traffic amount, and a restrictive condition obtained based on the physical resource information and the allocation request.

Abstract: Tags may be used in decisions by an access management service regarding access of computing resources (“resources”) by principals (e.g., users, roles, etc.). The tags may also be used to determine cost information, for grouping resources and/or principals, and for other reasons. The tags may be assigned to principals, to resources, or both. The resource may be a virtual or physical type of computing resource. Tags may be metadata, which may include a key-value pair. Tags may include email addresses, cost centers, project identifiers, location, team name, etc. The value may be a number, letters, or a combination of both. In some embodiments, the values may be limited to certain numbers or bytes, and some numbers and/or letter combinations may be excluded for special use.

Abstract: Devices, computer-readable media, and methods for pre-loading video chunks of a video program at an edge server are disclosed. For example, a processor may receive a manifest file for a video program, determine a bitrate for a first segment of the video program, request a video chunk of the first segment at the first bitrate from an edge server in accordance with the manifest file, and request a subset of a video chunk of a second segment of the video program from the edge server.

Abstract: Methods, systems, apparatuses, and computer program products are described herein that enable execution of a large AI model on a memory-constrained target device that is communicatively connected to a parameter server, which stores a master copy of the AI model. The AI model may be dissected into smaller portions (e.g., layers or sub-layers), and each portion may be executed as efficiently as possible on the target device. After execution of one portion of the AI model is finished, another portion of the AI model may be downloaded and executed at the target device. This paradigm of executing one portion of the AI model at a time allows for dynamic execution of the large AI model.

Abstract: A message handling system comprising connection handler circuitry, message parser circuitry, message modification circuitry, message processing circuitry, and content caching circuitry, wherein the message parser circuitry is operable to extract header(s) and/or content of a received message. The message modification circuitry is operable to generate a modified message by inserting, into the message, an HTML tag comprising a first unique uniform resource locator (URL). The connection handler circuitry is operable to send the modified message to a device that handles messages for the recipient. The message processing circuitry is operable to analyze the one or more headers and/or content. The message processing circuitry is operable to determine which image of a plurality of images to serve in response to a request containing the first unique URL, wherein the determination is based on the analysis of the one or more headers and/or content.

Abstract: Sender Policy Framework (SPF) is one of the most widely used methods of distinguishing electronic mail that is authorized by the purported sending domain from unauthorized mail. SPF policies are published into a domain's DNS and then looked up and evaluated by mail receivers. Due to the complexity and limitations of the SPF specification, implementation mistakes are widespread. This problem is compounded by the common practice of nesting SPF policies which introduces hidden risks, particularly exceeding DNS lookup limits. To address these issues, inline service provider designation may be configured to capture the benefits of existing techniques without their associated costs. Additionally, the domain owner may enjoy simplified SPF service provider onboarding and policy failover redundancy to protect against SPF service provider disruptions, thus improving policy availability uptime.

Abstract: In general, in one aspect, the disclosure describes a Universal Plug and Play (UPnP) Remote Access Server (RAS) to provide a communication channel between UPnP Remote Access Clients (RACs) connected thereto. The UPnP RAS maintains local discovery information for UPnP devices connected to a local network and remote discovery information for remote UPnP devices communicating therewith. The UPnP RAS provides the remote UPnP devices communicating therewith with the local discovery information and the remote discovery information. The remote discovery information is utilized by a first remote UPnP device to discover a second UPnP device and vice versa. After discovery, a first remote UPnP device can communicate with a second UPnP device and vice versa.

Abstract: The present disclosure belongs to the field of data transmission, and provides method, device and system for downloading data blocks of resource files. The method includes: when a target peer needs to download a target resource file, the target peer notifies a tracker server of a file size and a URL of the target resource; the tracker server forwards the file size and the URL to super peers preset in a P2P network to notify the super peers to prepare data blocks of the target resource file meeting the file size and the URL; after the super peer is ready, the tracker server recommends the super peer to the target peer in a form of a peer list; furthermore, the target peer downloads the data blocks of the target resource file from the super peer. With technical solutions of the present disclosure, validity of the resource file downloaded by the target peer may be guaranteed.