Tools for creating high quality diagrams

I'm working on a technical paper in which there a lot of architecture diagrams, I'm presently using pencil/dia tools to draw these images. The problem with these images is, the text is not sharp in the final output(png). Can anyone suggest some tools for creating images of relatively higher quality????