Abstract: One or more processors determine a level of data usage for two or more types of data to be loaded in a relational database. One or more processors prioritize data of the two or more types for loading. One or more processors load data of the two or more types in an order based, at least in part, on the level of data usage for the two or more types of data. One or more processors load data of the two or more types into a table within the relational database, the data being loaded in two or more portions and at times based, at least in part, on an availability of computer resources.

Abstract: A method, system and computer program product is disclosed for performing data ingestion. A request is received for data ingestion. Based on the request received, a client resource information with a server resource information is compared. After the comparing of client resource information with server resource information, location for formatting of data during data ingestion is determined. Further, in response to the determination of location, formatting of the data is performed at the determined location.

Abstract: A method, system and computer program product is disclosed for performing data ingestion. A request is received for data ingestion. Based on the request received, a client resource information with a server resource information is compared. After the comparing of client resource information with server resource information, location for formatting of data during data ingestion is determined. Further, in response to the determination of location, formatting of the data is performed at the determined location.

Abstract: Disclosed herein are representative embodiments of tools and techniques for providing network service assurance. One exemplary embodiment includes a framework for network service assurance that includes a presentation layer, a service management layer, a network-infrastructure management layer, and a unified network-access layer. The unified-network-access layer is configured to receive a network request in a standard abstracted format, the network request being associated with at least one network element. The unified network-access layer also being configured to select a vendor adaptor from a plurality of vendor adaptors based on an element type of the at least one network element. The unified network-access layer further being configured to generate a vendor-formatted network request using the vendor adapter, and configured to send the vendor-formatted network request to the at least one network element.

Abstract: A method, non-transitory computer readable medium and device that manage network elements include interacting with one or more network elements to determine one or more non-functional ones of the network elements. A network diagnostic information is obtained from the determined one or more non-functional network elements. Based on the obtained network diagnostic information, one or more snapshots of the determined one or more non-functional network elements are generated. The management server is provided with the generated one or more snapshots of the determined one or more non-functional network elements.

Abstract: Disclosed herein are representative embodiments of tools and techniques for providing network service assurance. One exemplary embodiment includes a framework for network service assurance that includes a presentation layer, a service management layer, a network-infrastructure management layer, and a unified network-access layer. The unified-network-access layer is configured to receive a network request in a standard abstracted format, the network request being associated with at least one network element. The unified network-access layer also being configured to select a vendor adaptor from a plurality of vendor adaptors based on an element type of the at least one network element. The unified network-access layer further being configured to generate a vendor-formatted network request using the vendor adapter, and configured to send the vendor-formatted network request to the at least one network element.