aiqbench analysis

Marvell's new six-channel CXL 3.2 memory expanders address a critical bottleneck in AI inference by enabling scalable, high-bandwidth offloading of model weights to remote memory pools. This hardware innovation directly supports the deployment of larger foundation models without requiring immediate upgrades to on-chip HBM capacity, offering a pragmatic path for data centers facing memory density constraints.