A survey of recent prefetching techniques for processor caches

S Mittal - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
As the trends of process scaling make memory systems an even more crucial bottleneck, the
importance of latency hiding techniques such as prefetching grows further. However, naively …

Pythia: A customizable hardware prefetching framework using online reinforcement learning

R Bera, K Kanellopoulos, A Nori, T Shahroodi… - MICRO-54: 54th Annual …, 2021 - dl.acm.org
Past research has proposed numerous hardware prefetching techniques, most of which rely
on exploiting one specific type of program context information (eg, program counter …

Efficiently prefetching complex address patterns

M Shevgoor, S Koladiya, R Balasubramonian… - Proceedings of the 48th …, 2015 - dl.acm.org
Prior work in hardware prefetching has focused mostly on either predicting regular streams
with uniform strides, or predicting irregular access patterns at the cost of large hardware …

Bingo spatial data prefetcher

M Bakhshalipour, M Shakerinava… - … Symposium on High …, 2019 - ieeexplore.ieee.org
Applications extensively use data objects with a regular and fixed layout, which leads to the
recurrence of access patterns over memory regions. Spatial data prefetching techniques …

Spatial memory streaming

S Somogyi, TF Wenisch, A Ailamaki, B Falsafi… - ACM SIGARCH …, 2006 - dl.acm.org
Prior research indicates that there is much spatial variation in applications' memory access
patterns. Modern memory systems, however, use small fixed-size cache blocks and as such …

Linearizing irregular memory accesses for improved correlated prefetching

A Jain, C Lin - Proceedings of the 46th Annual IEEE/ACM …, 2013 - dl.acm.org
This paper introduces the Irregular Stream Buffer (ISB), a prefetcher that targets irregular
sequences of temporally correlated memory references. The key idea is to use an extra level …

Evaluation of hardware data prefetchers on server processors

M Bakhshalipour, S Tabaeiaghdaei… - ACM Computing …, 2019 - dl.acm.org
Data prefetching, ie, the act of predicting an application's future memory accesses and
fetching those that are not in the on-chip caches, is a well-known and widely used approach …

DeNovo: Rethinking the memory hierarchy for disciplined parallelism

B Choi, R Komuravelli, H Sung… - 2011 International …, 2011 - ieeexplore.ieee.org
For parallelism to become tractable for mass programmers, shared-memory languages and
environments must evolve to enforce disciplined practices that ban" wild shared-memory …

Domino temporal data prefetcher

M Bakhshalipour, P Lotfi-Kamran… - … Symposium on High …, 2018 - ieeexplore.ieee.org
Big-data server applications frequently encounter data misses, and hence, lose significant
performance potential. One way to reduce the number of data misses or their effect is data …

Spatio-temporal memory streaming

S Somogyi, TF Wenisch, A Ailamaki… - ACM SIGARCH Computer …, 2009 - dl.acm.org
Recent research advocates memory streaming techniques to alleviate the performance
bottleneck caused by the high latencies of off-chip memory accesses. Temporal memory …