Abstract: A method of generating a consolidated asset inventory database. The method creates a consolidated asset inventory based on asset information obtained from various sources, in which asset objects are associated with various asset attributes. The consolidation includes, for a given network infrastructure asset, identifying asset data from multiple sources relating to the same asset based on common identifier values and combining the identified asset data into a consolidated data representation of the asset associated with the common identifier value(s) and including attributes from the multiple sources. After identifying an asset attribute for which a value in the consolidated asset data representation is missing or invalid, a trained prediction model is applied to other attributes of the asset to generate a predicted value for the identified attribute which is stored in the consolidated asset data representation in the database.

Abstract: A system includes persistent storage containing data used by software applications, and a server application configured to perform operations, including identifying a subset of the data, where the subset is used to generate a full offline payload for a particular software application and that includes user interface (UI) components selected for the particular software application based on the subset of the data. The operations also include monitoring the subset of the data to identify a modification to particular data and, based on identifying the modification, generating a partial offline payload based on the particular data as modified, where the partial offline payload includes a subset of the UI components, and where each UI component of the subset is updated based on the particular data as modified. The operations further include receiving a request for the partial offline payload and, based on receiving the request, transmitting the partial offline payload.

Abstract: A system includes persistent storage containing data used by software applications, and a server application configured to perform operations, including identifying a subset of the data, where the subset is used to generate a full offline payload for a particular software application and that includes user interface (UI) components selected for the particular software application based on the subset of the data. The operations also include monitoring the subset of the data to identify a modification to particular data and, based on identifying the modification, generating a partial offline payload based on the particular data as modified, where the partial offline payload includes a subset of the UI components, and where each UI component of the subset is updated based on the particular data as modified. The operations further include receiving a request for the partial offline payload and, based on receiving the request, transmitting the partial offline payload.

Abstract: A system includes a memory structure containing a full offline payload including user interface (UI) components and generated by a server application based on corresponding data, and a software application configured to perform operations, including determining that a partial offline payload is available and, based thereon, transmitting, to the server application, a request for the partial offline payload. The operations also include receiving the partial offline payload including a subset of the UI components. Each respective UI component of the subset has been updated based on a modification of the corresponding data. The operations additionally include, for each respective UI component, identifying a corresponding identifier within the partial offline payload and, based thereon, determining a mapping of the respective UI component to a corresponding portion of the full offline payload. The operations further include updating the corresponding portion of the full offline payload based on the mapping.

Abstract: A system includes persistent storage containing data used by software applications, and a server application configured to perform operations, including identifying a subset of the data, where the subset is used to generate a full offline payload for a particular software application and that includes user interface (UI) components selected for the particular software application based on the subset of the data. The operations also include monitoring the subset of the data to identify a modification to particular data and, based on identifying the modification, generating a partial offline payload based on the particular data as modified, where the partial offline payload includes a subset of the UI components, and where each UI component of the subset is updated based on the particular data as modified. The operations further include receiving a request for the partial offline payload and, based on receiving the request, transmitting the partial offline payload.

Abstract: The disclosure relates to can end seamers and similar apparatus, in which end closures are secured on top of successive containers by securing tools, these tools and the support means which carry the containers being rotated simultaneously by a drive common to all the working parts of the machine and derived from a level above the securing tools. A single, unpressurized, gravity/centrifugal, entirely internal lubricating system is described.