A cloud computing system can be configured to generate data models. A model optimizer of the cloud computing system can provision computing resources of the cloud computing system with a data model. A dataset generator of the cloud computing system can generate a synthetic dataset for training the data model. The computing resources can train the data model using the synthetic dataset. The model optimizer can store the data model and metadata of the data model in a model storage. The cloud computing system can receive production data from a data source by a production instance of the cloud computing system using a common file system. The production data can be processed using the data model by the production instance. The computing resources, the dataset generator, and the model optimizer can be hosted by separate virtual computing instances of the cloud computing system.

Embodiments of the present disclosure provide methods Methods and apparatuses for parameter configuration. A method implemented at a network device may comprise receiving from a server a parameter provisioning request including one or more communication pattern (CP) parameter sets associated with respective CP parameter set identifiers. The method may further comprise generating a parameter provisioning response including respective result of at least one of the one or more CP parameter sets indicating whether the at least one of the one or more CP parameter sets is provisioned successfully or not. The method may further comprise sending the parameter provisioning response to the server.

A method and an apparatus for updating a gateway resource, and an Internet of Things (IoT) control platform, which belong to the field of IoT. The method is applicable to the IoT control platform connected to each gateway device, and the gateway device is connected to an IoT device. The method includes: acquiring a model change message including a change model identifier of a changed model, wherein different IoT devices correspond to different models, and each model contains measuring point information of a measuring point in the IoT device; determining an associated template based on the change model identifier and updating the associated template, the associated template containing a corresponding relationship between the measuring point information and a measuring point identifier in the changed model, and the measuring point identifier being applicable to a measuring point data message sent by the IoT device; determining a target gateway device that uses the associated template; and issuing a gateway resource update package to the target gateway device, the target gateway device being configured to update the gateway resource based on the gateway resource update package.

Methods and systems are provided for auto-configuring a newly purchased user equipment (UE) device with content consumption material that is associated with a user. These methods and systems are provided by way of receiving, in response to the user having purchased the UE device, purchase information (e.g., a credit card number) and a UE device identifier (e.g., a serial number of a purchased UE device). After receipt of this information, a database is searched to identify a user account that is associated with the purchase information. The user account identifies content consumption material that has been processed by other UE devices to enable the user to consume content. A communication is then transmitted to the UE device that causes the UE device to be configured with the identified content consumption material.

The invention generally provides an efficient and effective method of migration for on-premises computing applications to a cloud computing environment. In one embodiment, the method involves automated or semi-automated discovery and planning of the scope of work by assessing Which software applications and associated data are/should be under consideration for migration to the cloud. The software applications under consideration may then be assessed for suitability of migration to the cloud in view of various factors, including but not limited to, business goals, desired outcome, and cloud environment compatibility.

An assembly management system allows a software service provider (SSP) to compile and upload client-specific client application code into a repository. The SSP deploys a client application comprising non-client-specific code to various clients. When a user logs in, a call is made to a web service, which queries the repository for code specific to the requesting client. If available, the web service sends a response with the name and version of the assembly to which the client is subscribed. If the locally-saved version does not match the version of the assembly in the repository, and if the SSP has permission to write to the client's disk, the web service retrieves the assembly and commits it to the disk. If the SSP does not have permission, the assembly is streamed to the client device and retained and executed in memory for the duration of the login.

According to certain aspects, an information management system can include a client computing device residing in a primary storage subsystem configured to: identify a first application to archive to one or more secondary storage devices residing in a secondary storage subsystem, the first application being one of a plurality of applications installed on the client computing device; identify first data associated with the first application, the first data stored in the one or more primary storage devices associated with the client computing device; forward an executable instance of the first application and the first data to a first secondary storage controller computer to copy the executable instance of the first application and the first data to the one or more secondary storage devices; and delete the first application from the one or more primary storage devices.

A wireless access point profile is retrieved from a basic input output system (BIOS) non-volatile random-access memory (NVRAM). The wireless access point profile is provided to a wireless local area network controller.

In some implementations, a system enables an administrator to customize a set of rules to dynamically adjust the configuration and output of an application provided to users. A configuration interface for setting rules that dynamically adjust output of an application is provided. Data indicating one or more rules are received through the configuration interface. Activity data indicating user interaction with the application or sensor data for at least some of a plurality of users of the application are then received from multiple client devices. A determination relating to the activity data satisfying at least one condition or trigger is then made. Instructions to adjust output of the application according to one or more system actions of the one or more rules are then communicated to client devices associated with the users in the first subset of the plurality of users.

A system and a method for downloading an application program of an industrial electric vehicle driver are provided. The system includes a downloader, a USB/CAN bus converter and a plurality of drivers. The system is capable of implementing concurrent simultaneous downloads of driver application programs in an online multi-channel and multi-node per channel manner. The downloader and the fully automatic downloading method help to improve the quality of the products leaving the factory and maintain the consistency of the products, thereby not only greatly enhancing product production efficiency and customer satisfaction, but also greatly reducing labor intensity, with significant economic and social benefits.