13 citations · 13 across the 2 of their papers we have counts for
3 papers
cs.AR2020
Helper Without Threads: Customized Prefetching for Delinquent Irregular Loads
Karthik Sankaranarayanan, Chit-Kwan Lin, Gautham Chinya
The growing memory footprints of cloud and big data applications mean that data center CPUs can spend significant time waiting for memory. An attractive approach to improving perfo…
cs.DC2019★ 13 cited
Improving Branch Prediction By Modeling Global History with Convolutional Neural Networks
Stephen J Tarsa, Chit-Kwan Lin, Gokce Keskin +2
CPU branch prediction has hit a wall--existing techniques achieve near-perfect accuracy on 99% of static branches, and yet the mispredictions that remain hide major performance gai…
cs.DC2019
Branch Prediction Is Not a Solved Problem: Measurements, Opportunities, and Future Directions
Chit-Kwan Lin, Stephen J. Tarsa
Modern branch predictors predict the vast majority of conditional branch instructions with near-perfect accuracy, allowing superscalar, out-of-order processors to maximize speculat…