Yah, I have a 900page, 162meg PDF on a SD card (all JPEG pages) when I read manga. No problems at all. Loading and page turning is only slightly slower then an ePub.
You mentioned that you're trying to open an airport listing? Maybe it's a complicated table format in the PDF? Mayb that's what's choking the Sony.