how to sum a large number of float number?

Question

I build a paralle sum code to sum a large number of float numbers then I found when the number of figures is bigger than 100000000, the result will go wrong. Then I build a

Answer 1

Alex Brown's answer is excellent. . For a full explanation of floating point problems try this