Accelerating Machine Learning Queries with Linear Algebra Query Processing

Author:

Sun Wenbo1ORCID,Katsifodimos Asterios1ORCID,Hai Rihan1ORCID

Affiliation:

1. Delft University of Technology, Netherlands

Funder

HORIZON-CL4-2022-DATA-01

Publisher

ACM

Reference26 articles.

1. Rasmus Resen Amossen and Rasmus Pagh . 2009 . Faster Join-Projects and Sparse Matrix Multiplications. In ICDT 2009 (St . Petersburg, Russia). Association for Computing Machinery, New York, NY, USA, 121–126. https://doi.org/10.1145/1514894.1514909 10.1145/1514894.1514909 Rasmus Resen Amossen and Rasmus Pagh. 2009. Faster Join-Projects and Sparse Matrix Multiplications. In ICDT 2009 (St. Petersburg, Russia). Association for Computing Machinery, New York, NY, USA, 121–126. https://doi.org/10.1145/1514894.1514909

2. Main-memory hash joins on multi-core CPUs: Tuning to the underlying hardware

3. BlazingDB. 2020. BlazingSQL. https://github.com/BlazingDB/blazingsql. BlazingDB. 2020. BlazingSQL. https://github.com/BlazingDB/blazingsql.

4. Tianqi Chen , Thierry Moreau , Ziheng Jiang , Lianmin Zheng , 2018 . TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In OSDI 2018. 578 – 594 . Tianqi Chen, Thierry Moreau, Ziheng Jiang, Lianmin Zheng, 2018. TVM: An Automated End-to-End Optimizing Compiler for Deep Learning. In OSDI 2018. 578–594.

5. Shaleen Deep , Xiao Hu , and Paraschos Koutris . 2020 . Fast Join Project Query Evaluation Using Matrix Multiplication. In SIGMOD 2020. 1213–1223. Shaleen Deep, Xiao Hu, and Paraschos Koutris. 2020. Fast Join Project Query Evaluation Using Matrix Multiplication. In SIGMOD 2020. 1213–1223.

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