Acacia karroo, a.k.a. sweet thorn, found throughout much of southern Africa. According to the Wikipedia page on the species, it is also known as Vachellia karroo, and it has a whole collection of other Latin synonyms. It is somewhat unusual in that it seems to have more (and more confusing) scientific names than common names.