The lake existed and was known to many Africans long before it was discovered by a European in 1858, when British explorer John Hanning Speke reached its southern shore. In honor of Queen Victoria, he named the lake after her.
The lake has many local names: Nam Lolwe, Nnalubaale, Nyanza, Ukerewe.