problem was solved by Montgomery-Zippin and Gleason.

A stronger interpretation (viewing as a transformation group rather than an abstract group) results in the Hilbert-Smith conjecture about group actions on manifolds, which in full generality is still open. It is known classically for actions on 2-dimensional manifolds and has recently been solved for three dimensions by John Pardon.