An integrated circuit structure includes a Static Random Access Memory (SRAM) cell, which includes a read port and a write port. The write port includes a first pull-up Metal-Oxide Semiconductor (MOS) device and a second pull-up MOS device, and a first pull-down MOS device and a second pull-down MOS device forming cross-latched inverters with the first pull-up MOS device and the second pull-up MOS device. The integrated circuit structure further includes a first metal layer, with a bit-line, a CVdd line, and a first CVss line in the first metal layer, a second metal layer over the first metal layer, and a third metal layer over the second metal layer. A write word-line is in the second metal layer. A read word-line is in the third metal layer.