Tensorflow input pipeline for distributed training

I am trying to figure out how to setup my input pipeline for tensorflow in distributed training. It's not clear whether the readers will read from a single process and send the data to all workers or each server will start it's own input pipeline? How do we ensure that every worker has a different input going to it?