Machine learning version management method for a prediction service includes receiving a prediction request, determining application metadata for the request that defines routing logic and a machine learning framework version, determining model metadata for the request that defines at least one model and at least one model version, forwarding the prediction request to the at least one model with the at least one model version, and returning a prediction from the at least one model to a requestor.

Methods and apparatus are disclosed to deploying a distributed system using operating system or container virtualization. An example apparatus includes a management container including a configuration manager and a container manager. The example configuration manager to is receive an instruction for a desired deployment state and is to apply a first change to a first current deployment state of the management container based on the desired deployment state. The example container manager is to apply a second change to a second current deployment state of a deployed container based on the desired deployment state. The container manager is to return information indicative of the desired deployment state to the configuration manager when the second change from the second current deployment state to the desired deployment state is achieved.

A workload execution manager receives a request to execute a workload process in a cloud computing environment, where the cloud computing environment comprises a plurality of nodes; identifies a set of eligible nodes of the plurality of nodes for executing the workload process; determines whether a first eligible node of the set of eligible nodes satisfies a version threshold; responsive to determining that the first eligible node satisfies the version threshold, selects the first eligible node as a target node for executing the workload process; and executes the workload process on the target node.

Provided is a strategy based feature disablement that includes determining a device/browser combination based on an indication that a user device is attempting to access a resource. The device/browser combination is compared to a database of device/browser combinations. Access to the resource is allowed based on a determination that the device/browser combination is not included in the database of device/browser combinations. Alternatively, the resource is reconfigured based on a determination that the device/browser combination is included in the database of device/browser combinations.

The technical solutions relate to the technical field of compilation of applications, and particularly to the technical field of mini programs. A developer tool constructs a first compilation result of the hosted APP before compilation optimization and a second compilation result of the hosted APP after the compilation optimization respectively based on a source code of the hosted APP, and uploads them to a management platform. The management platform sends the corresponding compilation results according to environment data of the hosted APP running environment provided by the host APP, so that the host APP uses the hosted APP running environment provided by the host APP to run the obtained compilation result.

System, apparatus, device, method and/or computer program product are disclosed for sharing a reusable capability component among multiple web applications. A device is configured to operate a web browser to load at least a portion of a first web application and render a page of the first web application to be displayed on a display device. The page includes a placeholder to indicate a placement for a reusable capability component including a frontend component and an associated backend component. The frontend component and the backend component of the reusable capability component can form an independent web application that can be used by the first and a second web application. Upon detection of a user navigation on the placeholder, the device loads, from a server, the frontend component of the reusable capability component to be rendered and placed within the page according to the placement indicated by the placeholder.

An agent and a configuration interface permit custom-level customizations for synchronizing a replica of an enterprise system over a network connection with a replicator. The replicator produces the replica as a Virtual Machine (VM) that is maintained on a portal server that is remote from an enterprise server that hosts the enterprise system.

Provided is an apparatus including a communication module including a processor and a communication unit; and an application module detachably coupled to the communication module, wherein the application module includes a functional unit including at least one of a sensor, an actuator, or a communication port that is to be connected to at least one of an external sensor or an external actuator, and an application module memory for storing firmware that is executed by the processor.

A method comprises maintaining, for at least one remote device, a security footprint and a verified version of a software stack for the remote device, generating an attestation initiation token that includes a nonce to be used to generate an XMSS signature for attestation of the remote device, sending the attestation initiation token to the remote device, receiving, from the remote device, a modified message representative including a hash of a current version of a software stack for the remote device and an indicator of a version number of the current version of the software stack for the remote device, validating the hash, and in response to a determination that the hash is valid, generating an XMSS signature using the security footprint and the current version of a software stack for the remote device and a security footprint for the apparatus.

In an example embodiment, a specialized software object, called a behavior toggle, is utilized for stateful applications in cloud environments. The behavior toggle, once enabled and used by an entity, is not able to be disabled anymore for that entity, other than by explicit migration. Unlike feature toggles, whose values are expressed using “true” or “false” flags or the like, behavior toggles are enabled by specific version. Specifically, the value indicates which version of the behavior is enabled. The behavior toggle software objects may then be referenced by, or included in, other software objects, to utilize the behavior toggle software objects with the other software objects and have the behavior toggle be applied to the other software objects.