The diagram follows the style of the AWS Reference Architectures[0]. I have yet to find a published set of diagram components that compare well to that style.
Edit: Juan Domenech[1] has a small custom made component pallet in png form. And, it looks like the original diagrams are custom Adobe Illustrator drawings[2].