DRAM, HBM, NAND, and memory-interface suppliers riding the AI-driven bandwidth and capacity upcycle: the DRAM/HBM giants (SK Hynix, Samsung, Micron), NAND fabs (SanDisk, Kioxia), Taiwan's fabless DRAM/NOR specialists (Nanya, Etron, Winbond, Macronix, Powerchip), NAND-controller and UFS-IC makers (Phison, Silicon Motion), memory-module and storage-device makers (Adata, Apacer, Transcend, Longsys, Biwin), Chinese NOR/NAND and DDR5/CXL interface chipmakers (GigaDevice, Montage, ESMT), and the HBM/DDR interface IP licensor (Rambus) — collectively positioned to capture the sustained upshift in memory bandwidth and capacity per AI server accelerator.