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denormalized

UK[ˌdiːˈnɔːməlaɪzd]US[ˌdiːˈnɔːrməlaɪzd]
adj

(of data in a database) having been deliberately structured to allow some redundancy in order to optimize performance for reading and querying, typically after an initial normalization process.

verb (past participle)

having undergone the process of denormalization.

Morpheme Breakdown

de
normal
ized
de

reverse

normal

standard

ized

made into

Etymology

The word "denormalized" is a modern technical term constructed from classical components. Its core, "normal," originates from the Latin norma, meaning a carpenter's square, a tool for establishing right angles and thus a metaphor for a rule or standard. The prefix "de-," of Latin origin, signifies reversal or removal, acting upon the verb formed by "-ize," a suffix denoting "to make." Therefore, the literal construction is "to make reversed from a standard state." In the specialized context of database design, this etymological logic maps directly to the abstract meaning: it describes the intentional process of reversing the standard, normalized structure of data to introduce controlled redundancy for efficiency gains.

Analysis

Structure: de (reverse) + normal (standard) + ized (made into) - de: A Latin prefix meaning "down from, off, away, reversing or undoing an action." - normal: From Latin normalis "made according to a carpenter's square," hence "conforming to a standard." In this word, it functions as the core root meaning "standard" or "regular." - ized: An English suffix derived from Greek -izein, via Latin -izare, used to form verbs meaning "to make, render, or become." Here, in its past participle form "-ized," it means "made into."

Examples

The database table was denormalized to improve the speed of complex reports.

Denormalized data can be faster to read but harder to keep consistent.

They chose a partially denormalized schema for the data warehouse.

denormalized – Meaning, Etymology & Word Origin | OpenEtymology