Learning Intermediate Representations using Graph Neural Networks for NUMA and Prefetchers Optimization

Author:

TehraniJamsaz Ali1,Popov Mihail2,Dutta Akash1,Saillard Emmanuelle2,Jannesari Ali1

Affiliation:

1. Iowa State University,Ames,Iowa,USA

2. Inria,Bordeaux,France

Funder

Inria

CNRS (LABRI and IMB)

Publisher

IEEE

Reference57 articles.

1. PCERE: Fine-Grained Parallel Benchmark Decomposition for Scalability Prediction

2. ANGHABENCH: A Suite with One Million Compilable C Benchmarks for Code-Size Reduction

3. Neural message passing for quantum chemistry;gilmer;International Conference on Machine Learning,2017

4. Graph neural networks: A review of methods and applications

5. Enhanced lstm for natural language inference;chen;ArXiv Preprint,2016

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Predicting Performance and Accuracy of Mixed-Precision Programs for Precision Tuning;Proceedings of the 46th IEEE/ACM International Conference on Software Engineering;2024-02-06

2. Optimizing performance and energy across problem sizes through a search space exploration and machine learning;Journal of Parallel and Distributed Computing;2023-10

3. Performance Optimization using Multimodal Modeling and Heterogeneous GNN;Proceedings of the 32nd International Symposium on High-Performance Parallel and Distributed Computing;2023-08-07

4. Power Constrained Autotuning using Graph Neural Networks;2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS);2023-05

5. Pattern-based Autotuning of OpenMP Loops using Graph Neural Networks;2022 IEEE/ACM International Workshop on Artificial Intelligence and Machine Learning for Scientific Applications (AI4S);2022-11

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3