Title: Page Placement Strategies for GPUs within Heterogeneous Memory Systems
Topic: improve page placement performance for GPU in Heterogeneous Memory system
Idea: proposed bandwidth-aware (BW-AWARE) placement, maximizes GPU throughput by controlling the weights of BO and CO in aggregated memory, and optimize selectively place hot pages in the BO memory when capacity is limited, use profile to augment that provide information about hotness and size of data structures.
Contribution: a compiler-based GPU page placement solution