Phases, Modalities, Spatial and Temporal Locality: Domain Specific ML Prefetcher for Accelerating Graph Analytics

Author:

Zhang Pengmiao1ORCID,Kannan Rajgopal2ORCID,Prasanna Viktor K.1ORCID

Affiliation:

1. University of Southern California, Los Angeles, United States of America

2. DEVCOM Army Research Lab, Los Angeles, United States of America

Publisher

ACM

Reference90 articles.

1. Domino Temporal Data Prefetcher

2. Tadas Baltrušaitis , Chaitanya Ahuja , and Louis-Philippe Morency . 2018. Multi-modal machine learning: A survey and taxonomy . IEEE transactions on pattern analysis and machine intelligence 41, 2 ( 2018 ), 423--443. Tadas Baltrušaitis, Chaitanya Ahuja, and Louis-Philippe Morency. 2018. Multi-modal machine learning: A survey and taxonomy. IEEE transactions on pattern analysis and machine intelligence 41, 2 (2018), 423--443.

3. Analysis and Optimization of the Memory Hierarchy for Graph Processing Workloads

4. Francesco Beneventi , Andrea Bartolini , Carlo Cavazzoni , and Luca Benini . 2017 . Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. In Design , Automation & Test in Europe Conference & Exhibition (DATE) , 2017. IEEE, 1038--1043. Francesco Beneventi, Andrea Bartolini, Carlo Cavazzoni, and Luca Benini. 2017. Continuous learning of HPC infrastructure models using big data analytics and in-memory processing tools. In Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017. IEEE, 1038--1043.

5. Vance W Berger and YanYan Zhou . 2014. Kolmogorov-smirnov test: Overview . Wiley statsref: Statistics reference online ( 2014 ). Vance W Berger and YanYan Zhou. 2014. Kolmogorov-smirnov test: Overview. Wiley statsref: Statistics reference online (2014).

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