Looks like you are developing for WP7. WP7 uses Bing Maps (Microsoft.Phone.Controls.Maps). WP8 uses a different map control (Microsoft.Phone.Maps.Controls).
In any case, put your map inside of a Grid. The map will stretch to fill the grid. Remove the height value unless to you want to limit the height of the map.