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
… , much like existing predictors for cache replacement [20, 29, … cache replacement as a
sequence labeling problem, where … the accessed data should be cached or not (see Figure 2). We …

[图书][B] Analysis of cache replacement-algorithms

TR Puzak - 1985 - search.proquest.com
Problems encountered with this document have been … replacement-algorithm). The model
identifies a set of lines in the LRU cache that are dead, that is, lines that must leave the cache

Cache replacement algorithm

S Ali - arXiv preprint arXiv:2107.14646, 2021 - arxiv.org
… The problem with the cache memory is that there are fewer cache lines than memory blocks
so our objective for the thesis is to design an • Efficient algorithm for mapping memory into …

[PDF][PDF] Cache replacement policy revisited

M Zahran - WDDD held in conjunction with ISCA, 2007 - mzahran.com
… The main cause of the problems faced by local replacement policies is that the different …
effectiveness of local cache replacement policies. We show that local replacement may not be …

Counter-based cache replacement and bypassing algorithms

M Kharbutli, Y Solihin - IEEE Transactions on Computers, 2008 - ieeexplore.ieee.org
… For the former problem, we predict lines that have become dead and replace them early
from the L2 cache. For the latter problem, we identify never-reaccessed lines, bypass the L2 …

[PDF][PDF] Cache Replacement Policies for Multicore Processors.

A Hassidim - ICS, 2010 - lns.mit.edu
… page replacement policy of the first cache shared between all the cores (usually the L2 cache).
… To state the problem of multicore caching, we introduce some notation. Let {1,...,n} denote …

Cost-sensitive cache replacement algorithms

J Jeong, M Dubois - The Ninth International Symposium on …, 2003 - ieeexplore.ieee.org
… LRU replacement algorithm to include cost in the replacement … block victimized by LRU in
cache until the next reference to it, … Then, the problem is to find a cache replacement algorithm …

Compiler-assisted cache replacement: Problem formulation and performance evaluation

H Yang, R Govindarajan, GR Gao, Z Hu - … Station, TX, USA, October 2-4 …, 2004 - Springer
… with appropriate cache hints. In this paper we formulate this problem – giving cache hints
to memory instructions such that cache miss rate is minimized – as a 0/1 knapsack problem, …

A new web cache replacement algorithm

A Bhattacharjee, BK Debnath - PACRIM. 2005 IEEE Pacific Rim …, 2005 - ieeexplore.ieee.org
… In recent research, the problem of document replacement in web caches has received much
interest. Web caches are different from system/processor caches because web caches have …

An imitation learning approach for cache replacement

E Liu, M Hashemi, K Swersky… - International …, 2020 - proceedings.mlr.press
… depends on increasing cache hits, as cache hits are orders of magnitude faster than misses.
To increase cache hits, we focus on the problem of cache replacement: choosing which …