3 papers
cs.DC2026
CREDIT: Cost-guided Reduction-reuse with Efficient DSMEM Inter-CTA Tiling
Zhengxiong Li, Tsung-Wei Huang, Umit Ogras
NVIDIA distributed shared memory (DSMEM) enables direct shared-memory access within a thread block cluster. However, cluster synchronization, remote access, and resource costs make…
cs.DC2026
SET: Stream-Event-Triggered Scheduling for Efficient CUDA Graph Pipelines
Zhengxiong Li, Tsung-Wei Huang, Umit Ogras
Achieving peak GPU performance remains a significant challenge as the system throughput is constrained by host-device synchronization delays and kernel scheduling overheads, even w…
cs.AI2025
ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications
Changwen Xing, SamZaak Wong, Xinlai Wan +9
While Large Language Models (LLMs) demonstrate immense potential for automating integrated circuit (IC) development, their practical deployment is fundamentally limited by restrict…