Data Lineage 102: Definition and Key Components

2023-03-22T19:01:04+00:00March 13th, 2019|Data Lineage 101|

Nowadays, when someone starts talking to me about data lineage, the first question I ask is: ‘what do you mean by “data lineage”’? What is your understanding of data lineage? Believe it or not, but so far, I haven’t met a person whose definition and understanding of data lineage has perfectly corresponded with mine, or others that I have encountered over the years. The reason for that is that you...

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Data Lineage 101: What’s so Special about Data lineage?

2023-03-22T18:55:59+00:00March 10th, 2019|Data Lineage 101|

During the past few years, I have noticed a quick growth of interest towards data lineage. Data lineage has become a hot topic in the data management community. Being deeply involved in practical implementation of data lineage for the past two years, I would like to share my knowledge and experience with you...

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What Does Data Management Have in Common with… an Orange?

2023-03-22T18:51:17+00:00March 3rd, 2019|Data management, The "Orange" model|

The analogy of an orange and data management (DM) models came to my mind when I was writing about my analysis of well-known data management metamodels and different maturity models of data management. The orange symbolized my attempts to...

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Data Management Maturity Models: a Comparative Analysis

2023-03-22T18:47:29+00:00December 16th, 2018|Data management|

In data management (DM), we have a plenty of data management maturity models, the most well-known are: DAMA-DMBOK, DCAM, CMMI CERT-RMM (Data Management Maturity Model) by CMMI, and a few others. When I look at all of these models...

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