Providing temporary use of non-downloadable cloud computing software for database management; providing temporary use of non-downloadable cloud computing storage cost optimizing software for searching, indexing, organizing, managing, processing, storing, retrieving, analyzing and reporting information and data particularly, topology, graph, timeseries, traces, metrics, logs, network, meta or behavioral data including transaction context, optimized for petabyte scale volumes in multi-tenant environments; providing temporary use of non-downloadable cloud computing software for database management for observability and for improving the security of computers, software applications, networks, and information system infrastructures