If you want hosting for short videos and less in quantity then go for VPS. but in case videos are longer (> 1 Min duration or >10MB size) then opt for dedicated server. If you could give me the specification like size and quantity of videos I could suggest you better.
For worldwide streaming I doubt that viewers will face loading delay problem.