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End-to-end Optimization of Machine Learning Prediction Queries

End-to-end Optimization of Machine Learning Prediction Queries

31 May 2022
Kwanghyun Park
Karla Saur
Dalitso Banda
Rathijit Sen
Matteo Interlandi
Konstantinos Karanasos
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Papers citing "End-to-end Optimization of Machine Learning Prediction Queries"

6 / 6 papers shown
Title
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database
NeurDB: On the Design and Implementation of an AI-powered Autonomous Database
Zhanhao Zhao
Shaofeng Cai
Haotian Gao
Hexiang Pan
Siqi Xiang
...
Gang Chen
Beng Chin Ooi
Yanyan Shen
Yuncheng Wu
Meihui Zhang
52
2
0
06 Aug 2024
Bullion: A Column Store for Machine Learning
Bullion: A Column Store for Machine Learning
Gang Liao
Ye Liu
Jianjun Chen
Daniel J. Abadi
42
5
0
13 Apr 2024
The Tensor Data Platform: Towards an AI-centric Database System
The Tensor Data Platform: Towards an AI-centric Database System
Apurva Gandhi
Yuki Asada
Victor Fu
Advitya Gemawat
Lihao Zhang
Rathijit Sen
Carlo Curino
Jesús Camacho-Rodríguez
Matteo Interlandi
26
14
0
04 Nov 2022
Share the Tensor Tea: How Databases can Leverage the Machine Learning
  Ecosystem
Share the Tensor Tea: How Databases can Leverage the Machine Learning Ecosystem
Yuki Asada
Victor Fu
Apurva Gandhi
Advitya Gemawat
Lihao Zhang
...
Vikrant Gupta
Ehimwenma Nosakhare
Dalitso Banda
Rathijit Sen
Matteo Interlandi
10
10
0
10 Sep 2022
Query Processing on Tensor Computation Runtimes
Query Processing on Tensor Computation Runtimes
Dong He
Supun Nakandala
Dalitso Banda
Rathijit Sen
Karla Saur
Kwanghyun Park
Carlo Curino
Jesús Camacho-Rodríguez
Konstantinos Karanasos
Matteo Interlandi
32
36
0
03 Mar 2022
tf.data: A Machine Learning Data Processing Framework
tf.data: A Machine Learning Data Processing Framework
D. Murray
Jiří Šimša
Ana Klimovic
Ihor Indyk
PINN
AI4CE
LMTD
47
87
0
28 Jan 2021
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