Abstract: Techniques and technologies for providing a fully managed datastore for clients to securely store, discover, retrieve, remove, and share curated data, or features, to develop machine learning (ML) models in an efficient manner. The feature store service may provide clients with the ability to create and store feature groups that include features and associated metadata providing clients with a quick understanding of features so that they may determine which features are suitable for training ML models and/or use with ML models. The feature store service may provide first a data store configured to store the most recent values associated with a feature group, such that client can access the features and utilize ML models to make real-time predictions with low latency and high throughput, and a second datastore configured to store historical values associated with a feature group, such that a client can utilize the features to train ML models.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes Also, nodes communicate with a protocol that supports service advertisements These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, anode to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, anode to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A processing device may automatically provide protective services and may provide backup services for backing up and restoring user files, system files, configuration files, as well as other information. The processing device may be configured to check one or more performance conditions and perform an action to improve performance based on the one or more performance conditions. The processing device may monitor configuration and file changes and provide a user with a capability to persist or discard configuration changes and/or file changes made by an application during a session. The processing device may include a recovery button or switch, which when selected or pressed may cause the processing device to be restored to an operational state. The processing device may automatically detect instabilities and may automatically attempt to repair possible causes of the instabilities. The processing device may also include an additional chipset, which may perform backup and recovery services.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A portable rewritable medium and a method are provided for preventing unauthorized use of executable software stored on the portable rewritable medium. A portion of the software stored on the portable rewritable medium may include instructions for a processing device to determine whether execution of the executable software is permitted. If execution of the executable software is permitted, the processing device may execute the executable software directly from the portable rewritable medium. Characteristics of the portable rewritable medium may be checked to determine whether functionality of the executable software is to be limited.

Abstract: In a computer-implemented method for filtering input/output operations of a flash drive, an input/output request directed toward a flash drive is received. It is determined whether the input/output request is associated with a high volume write operation. If the input/output request is associated with the high volume write operation, a flash drive input/output management action to perform is selected. If the input/output request is not associated with the high volume write operation, the input/output request is forwarded to the flash drive.

Abstract: A method for tailoring the installation of an operating system to a computer system receives information regarding the computer system. Information regarding a modular operating system is accessed. The modular operating system is comprised of a foundational base and a plurality of installable features. Desired performance characteristics of the computer system are determined. Portions of the modular operating system are installed such that the modular operating system is tailored to the computer system and the desired performance characteristics of the computer system.

Abstract: A computing environment containing a mesh network that is adapted to provide a reliable transport mechanism over which services may be delivered. Nodes of the mesh can automatically select routable addresses without conflicts, which allows nodes of the mesh to be accessed, even as the mesh changes through the addition or deletion of nodes. Also, nodes communicate with a protocol that supports service advertisements. These advertisements can identify mesh nodes that supply services, such as file or print servers, for which devices that have not yet connected to the network may be searching. Advertisements can also identify services to be used by nodes in the network, allowing, for example, a node to select a gateway providing a reliable connection to an external network. The mesh network can be used as a transport for communication using protocols, such as TCP/IP, that generally exhibit poor performance when using unreliable transports.

Abstract: A processing device may automatically provide protective services and may provide backup services for backing up and restoring user files, system files, configuration files, as well as other information. The processing device may be configured to check one or more performance conditions and perform an action to improve performance based on the one or more performance conditions. The processing device may monitor configuration and file changes and provide a user with a capability to persist or discard configuration changes and/or file changes made by an application during a session. The processing device may include a recovery button or switch, which when selected or pressed may cause the processing device to be restored to an operational state. The processing device may automatically detect instabilities and may automatically attempt to repair possible causes of the instabilities. The processing device may also include an additional chipset, which may perform backup and recovery services.

Abstract: In various embodiments, a user may, via a processing device, indicate a desire to purchase a feature of an installed software product. A purchase request may be sent to an e-commerce server, or other server. The purchase request may be validated and information concerning the software product, the feature of the software product, and the processing device may be stored. Enabling information may be sent to the processing device to enable the feature of the software product. In some embodiments, the user may request a trial of a feature of a software product before purchasing the feature. In other embodiments, the user may deactivate a purchased feature of a software product on one processing device and may activate the purchased feature of the software product on a different processing device.

Abstract: A processing device may automatically provide protective services and may provide backup services for backing up and restoring user files, system files, configuration files, as well as other information. The processing device may be configured to check one or more performance conditions and perform an action to improve performance based on the one or more performance conditions. The processing device may monitor configuration and file changes and provide a user with a capability to persist or discard configuration changes and/or file changes made by an application during a session. The processing device may include a recovery button or switch, which when selected or pressed may cause the processing device to be restored to an operational state. The processing device may automatically detect instabilities and may automatically attempt to repair possible causes of the instabilities. The processing device may also include an additional chipset, which may perform backup and recovery services.

Abstract: A processing device may automatically provide protective services and may provide backup services for backing up and restoring user files, system files, configuration files, as well as other information. The processing device may be configured to check one or more performance conditions and perform an action to improve performance based on the one or more performance conditions. The processing device may monitor configuration and file changes and provide a user with a capability to persist or discard configuration changes and/or file changes made by an application during a session. The processing device may include a recovery button or switch, which when selected or pressed may cause the processing device to be restored to an operational state. The processing device may automatically detect instabilities and may automatically attempt to repair possible causes of the instabilities. The processing device may also include an additional chipset, which may perform backup and recovery services.