基本信息
浏览量:71
职业迁徙
个人简介
I aim to make it easy to program sparse computing applications that can run everywhere with end-to-end performance that matches or exceeds the best hand-optimized codes. A sparse application computes on a system where most parts do not interact—they are sparsely interconnected. Examples include sparse matrices, meshes, and graphical arrangements used to simulate the dynamics of robots, optimize the flow of traffic, compute the rank of web pages, estimate the similarity of genome loci, or train sparse deep neural networks. Sparse computing is ubiquitous and will become increasingly important with the growth of robotic and autonomous vehicle applications, data analytics, and machine learning.
I have developed the taco compiler for computing sparse tensor expressions and the Simit programming language for computing on sparse systems. My broad research interests include compilers, programming models and languages, parallel computing, software engineering, and performance engineering.
I have developed the taco compiler for computing sparse tensor expressions and the Simit programming language for computing on sparse systems. My broad research interests include compilers, programming models and languages, parallel computing, software engineering, and performance engineering.
研究兴趣
论文共 47 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Proceedings of the ACM on Programming Languagesno. PLDI (2023): 1169-1193
CoRR (2023)
引用0浏览0EI引用
0
0
arxiv(2023)
引用0浏览0EI引用
0
0
Rohan Yadav,Wonchan Lee, Melih Elibol,Manolis Papadakis, Taylor Lee-Patti,Michael Garland,Alex Aiken,Fredrik Kjolstad,Michael Bauer
SC '23: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysispp.13:1-13:13, (2023)
引用0浏览0EI引用
0
0
Proceedings of the ACM on Programming Languagesno. PLDI (2023): 394-419
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn