C, Performance Modeling, Python, C++, Multi-bank SRAM architectures, AI ML data-movement patterns, Descriptor-based DMA gather scatter tensor tiling, Conflict Resolution, HBM controller architecture, HBM4e, HBM3E, Banking interleaving, Memory schedulers, DRAM, HBM3, Arbiters, Bandwidth efficiency optimization, Prefetching, RTL SystemVerilog design, DMA engines, Address mapping, HBM2E, UCIe NoC traffic interaction, Request reordering