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researcher

Marcia S. Louis

2 papers hereh-index 4106 citations13 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AR1
  • cs.DC1

identity via Semantic Scholar / OpenAlex

most citedPuppeteer: A Random Forest-based Manager for Hardware Prefetchers across the Memory Hierarchy

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AR2022★ 2 cited

Puppeteer: A Random Forest-based Manager for Hardware Prefetchers across the Memory Hierarchy

Furkan Eris, Marcia S. Louis, Kubra Eris +2

Over the years, processor throughput has steadily increased. However, the memory throughput has not increased at the same rate, which has led to the memory wall problem in turn inc…

cs.DC2017

Field of Groves: An Energy-Efficient Random Forest

Zafar Takhirov, Joseph Wang, Marcia S. Louis +2

Machine Learning (ML) algorithms, like Convolutional Neural Networks (CNN), Support Vector Machines (SVM), etc. have become widespread and can achieve high statistical performance.…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.