maybe my initial message was not clear,
It was the same as I understood it to be.
The number of samples used is around 8000.
So given that your sample is 10 bits, that is 8000 x 10 = 80000 bits of storage.
Assuming you can pack them efficiently that gives you a memory storage requirement of 80000 / 8 = 10000 bytes or 10K
Now on a machine with 2K of RAM to store it in how are you going to do that?
At the lease you will need some form of external memory.
Do you think that Alduino can be used for my purpose?
Not very easily.