Database Elaborations

Database Elaborations explores the human side of building and managing databases. The discussion revolves around data modeling as a semantic process, and how normalization only functions within a business rule context. Communication is hard; the meaning of everything is more fluid than we might wish to admit. Large gaps between logical versus physical or theory versus implementation are always worth reflection.

In a relational database approach, regardless of whether one is considering persisted data or transitory query results, almost everything is viewed as a logical table. Associations between these envisioned tables are based on data values, versus the alternative to the pre-relational idea of linking multiple data structures via "hidden" pointers maintained by the system. Relationships among objects are ultimately derived from the semantics of a situation.

Posted April 15, 2009

In formulating the tenets of relational theory, issues anent to order were explicitly addressed. These relational theory tenets included defining a relational database so that it need have no concern with the order of columns in a row, or with the order of rows in a table. And yet, such a stance seems counter-intuitive since the database brings structure and organization to content. Chaos is the primordial soup from which all things originated. Thus it seems only reasonable that a relational database, being the best and brightest of its kind, should abhor such chaos and bring ever more order instead, right?

Posted March 15, 2009

Increased governmental oversight has amplified organizational attention concerning the tracking of content changes made to application database tables. Database log reading tools do not always provide the most useful means of reviewing specific changes for all organizational purposes. Fortunately, other reviewing options do exist.

Posted February 15, 2009

Occasionally the database under design becomes more than a one-off project. For example, the data mart or data warehouse might act as a profit center for the organization, and as a solution sold to many customers. The possibility exists to capture a basic truth for a given industry in a simple universal design exactly suiting everyone. But unless the situation really qualifies as a valid "one-size-fits-all" circumstance, one needs a level of customization within the architecture.

Posted January 15, 2009

Tight budgets and limited talent pools do not make a winning combination for staffing a database management group. Despite the importance of saving money, problems can arise when the lines blur regarding what gets wasted versus what gets saved.

Posted December 15, 2008

Posted November 15, 2008

Posted October 15, 2008

Posted September 15, 2008