GPU Memory Systems & Data Movement Architecture

HBM3e and Modern VRAM Architectures

GPU Memory Hierarchy (Registers, Shared, Global)

Shared Memory Allocation and Bank Conflicts

Global Memory Coalescing Techniques

Cache Hierarchies and Hit Rate Optimization

Tensor Memory Accelerator (TMA) Systems

Asynchronous Data Movement Pipelines

Pinned Memory and PCIe Transfers

NVLink Memory Communication

Unified Memory and Page Fault Handling

GPU Memory Fragmentation

KV Cache Memory Management

Cache-Aware Tiling Strategies

Register Spilling and Resource Exhaustion

Compute-Data Movement Overlap Algorithms