The correct phrase is "all of a sudden"; "all of the sudden" is considered incorrect.

Explanation: "All of a sudden" is an idiom meaning something happened unexpectedly or quickly, and "a sudden" is the preferred form in this phrase.

Example: "The lights went out all of a sudden."