Search the historical London street directory, and London pub history site including early street addresses in London through the Victorian pub history of London. This search engine is not brilliant, try address searches in the main google search to get better results. Searches on people names do appear to work, I think. Let me know!
The London Post Office Directory in 1910; it lists the Public Houses the Publicans and also has links to the relevant Public House page listing of the Licensees Bar persons and Boarders and Lodgers