Have a look at A Quick Look at the Performance of SAP's Modern UI Technologies // Speaker Deck from SAP mentor Sascha Wenninger. It talks about the effects of caching, content distribution, network topology etc on network (and therefore application) response time. It is not mobile specific, but there is a lot of stuff that the architecture of any network enabled application needs to consider.
hth
