2 papers
cs.AR2026
Proba: A High-Performance, Low-Traffic Probabilistic Spatial Memory Streaming Prefetcher
Yinting Huang, Jacky Wong, Sam Ainsworth
Spatial Memory Streaming (SMS) prefetchers exploit recurring spatial access patterns across memory regions to predict future accesses. Despite their effectiveness, existing SMS-bas…
cs.AR2025
ITERA-LLM: Boosting Sub-8-Bit Large Language Model Inference via Iterative Tensor Decomposition
Keran Zheng, Yinting Huang, Zhewen Yu +1
Recent advancements in Large Language Models (LLMs) have demonstrated impressive capabilities as their scale expands to billions of parameters. Deploying these large-scale models o…