Abstract: An end-to-end approach is provided for developing and maintaining network device management applications. The approach includes an XML-based development environment for network device management applications that uses Management Data API (MDA) schemas that define a hierarchical data model for components supported by a network device. The XML-based development environment also uses XML schemas to define a common XML-based interface used by management applications to access management data maintained on the network device. The approach provides programmatic access to network device management data and management data schema with an XML-based data model and interface that is consistent across all network device components. The approach includes mechanisms for automatically generating XML requests that conform to a hierarchical data model from requests that conform to a table-based data model.

Abstract: A trim panel retention assembly for a vehicle includes a retention bracket mounted to an inner door panel and a trim panel bracket mounted to a door trim panel. The trim panel bracket is proximate and spaced from the retention bracket such that the retention bracket deters the trim panel bracket and door trim panel from detaching from the inner door panel during a side impact collision.

Abstract: Processes for preparing azacitidine. Further included are processes for the preparation of crystalline azacitidine crystalline Form (I) and mixtures of azacitidine crystalline Forms (I) and (II).

Abstract: A method and apparatus for the configuration of a network device through the exchange of XML documents is provided. A network device transmits multiple chunks of an XML document to a client in response to the size of the XML document being larger than a configurable size. The client does not receive any XML documents from network device that exceed the configurable size, and may abort receiving additional chunks of the XML document. The client and the network device may each discover which version of a data schema each other is using to reference components of the network device. The exchanged XML documents include version data that identifies a version for a plurality of data schemas that are each associated with a component of network device. The client and the network device may thus avoid exchanging ambiguous communications due to inconsistent versions of a data schema.

Abstract: A method of predicting user purchase intent from user-centric data includes applying a classification model to a user-centric clickstream, where the classification model predicting a likelihood of a future user purchase by a user within one or more product categories, and customizing content displayed to the user based on the likelihood of future user purchase. A system of predicting user purchase intent from user-centric data includes a computer programmed to record a user's clickstream data as a user accesses a plurality of different websites. The computer is also loaded with a classification model configured to predict a likelihood of a future user purchase by the user within one or more product categories based on the clickstream data.

Abstract: A method and apparatus for deploying EMS provisioning services is provided. A communication to administer a particular service on a network element is transmitted from an EMS client to an EMS server. The communication contains service data that describes a particular service to be administered on the network element. The EMS server constructs an instance of a generic record that stores the service data. The EMS server selects a service module to process the instance based on which service is associated with the service data stored in the instance. The instance is processed to produce result data that describes the result of processing the service data at the network element. The EMS server stores the result data in a persistent store. This generic framework enables communications between EMS clients and the EMS server involving different services to be processed similarly. New services are added without modification to the generic framework.

Abstract: A method and an apparatus are disclosed for managing multiple software component versions. The method and apparatus detect a version change to one software component on a network. Then, the method and apparatus automatically identify other software components that both need to be changed to remain compatible with the changed software component and also depend on the changed software component.

Abstract: A method and apparatus for deploying EMS provisioning services is provided. A communication to administer a particular service on a network element is transmitted from an EMS client to an EMS server. The communication contains service data that describes a particular service to be administered on the network element. The EMS server constructs an instance of a generic record that stores the service data. The EMS server selects a service module to process the instance based on which service is associated with the service data stored in the instance. The instance is processed to produce result data that describes the result of processing the service data at the network element. The EMS server stores the result data in a persistent store. This generic framework enables communications between EMS clients and the EMS server involving different services to be processed similarly. New services are added without modification to the generic framework.