The very successful Cray 1 supercomputer was a vector computer:
The benches at the bottom are independent memory banks placed closed to a processor tower !
An important design factor of vector computers is the use of (many) independent memory modules:
The independent memory modules can transfer multiple data items (= operands) to the CPU used in the vector instructions