The comparison of unlike things using the words like or as is known to be-

Simile is an explicit comparison between two unlike entities. In the simile, unlike the metaphor, the resemblance is explicitly indicated by the words “like” or “as”. Example: My affection hath unknown bottom, like the Bay of Portugal.
Source: An ABC of English Literature - Dr M Mofizar Rahman.