E-Machines T5048 (7136) PC Desktop "annyoing" Questions

...go the same problem on the same model but it's more sporadic in running full speed. It is quite annyoing ...

...know when the big gateway sign comes up when starting u'r computer, well it would make this annyoing beep sound once while starting. how to get rid of this sound comming from the pc?? i use ...