Open access
Oct 2026
DPSM: Fine-Grained GPU Resource Management via Kernel Interception and TPC Control
Modern deep learning workloads are increasingly co-located on a single GPU to improve hardware utilization, yet existing MPS-based sharing mechanisms expose concurrency without providing QoS-aware control. Deadline-constrained training jobs can suffer severe slowdown when co-executed with best-effort workloads, because...
De-Sheng Wang, Fu-Zhen Yong, Si-Chao Chen et al.
· ACM Transactions on Architec... · 0 citations