I wonder why we need coefficient reordering after Quantized DCT?

The coefficient reordering helps us to stack zeros together (they're small values in both off diagonal and bottom right positions).

I have a different question: why the quantization matrix is not a symmetric matrix?

I think it might have to do with how "useful" the basis patterns are. Maybe some are more prevalent than others