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Data Management and Data Quality

Like every other aspect of digital management, data management continues to evolve. Early pre-relational mainframe systems, such as IMS, VSAM and IDMS, placed little emphasis on data quality. These hierarchical, key-indexed and linked-list databases are very prone to...

Four Indicators of CMDB Inaccuracy

Few organizations proactively pursue Configuration Management Database (CMDB) data quality initiatives. They typically stand up a CMDB then suffer from the consequences of its gaps and stale data before eventually either abandoning it for a new one or taking on a...


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