Finally I got the solution by digging drupal cores,Drupal code.
We can get the real_path
real path or absolute_path
absolute path by using the Drupal file_system Servicefile_system service.
$absolute_path = \Drupal::service('file_system')->realpath('public://2016-03/Places_2.xlsx');