Applying deep learning to the cache replacement problem

Z Shi, X Huang, A Jain, C Lin - Proceedings of the 52nd Annual IEEE …, 2019 - dl.acm.org
Despite its success in many areas, deep learning is a poor fit for use in hardware predictors
because these models are impractically large and slow, but this paper shows how we can …

Applying Deep Learning to the Cache Replacement Problem

Z Shi, X Huang - International Symposium on Microrchitecture, 2019 - par.nsf.gov
Despite its success in many areas, deep learning is a poor fit for use in hardware predictors
because these models are impractically large and slow, but this paper shows how we can …

[PDF][PDF] Applying Deep Learning to the Cache Replacement Problem

Z Shi, X Huang, A Jain, C Lin - 2019 - cs.utexas.edu
Despite its success in many areas, deep learning is a poor fit for use in hardware predictors
because these models are impractically large and slow, but this paper shows how we can …

[PDF][PDF] Applying Deep Learning to the Cache Replacement Problem

Z Shi, X Huang, A Jain, C Lin - 2019 - cs.utexas.edu
Despite its success in many areas, deep learning is a poor fit for use in hardware predictors
because these models are impractically large and slow, but this paper shows how we can …