66 citations · 138 across the 6 of their papers we have counts for
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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.AR2024★ 22 cited
Triangel: A High-Performance, Accurate, Timely On-Chip Temporal Prefetcher
Sam Ainsworth, Lev Mukhanov
Temporal prefetching, where correlated pairs of addresses are logged and replayed on repeat accesses, has recently become viable in commercial designs. Arm's latest processors incl…
cs.AR2022★ 3 cited
CONVOLVE: Smart and seamless design of smart edge processors
M. Gomony, F. Putter, A. Gebregiorgis +25
With the rise of Deep Learning (DL), our world braces for AI in every edge device, creating an urgent need for edge-AI SoCs. This SoC hardware needs to support high throughput, rel…