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2020 – today
- 2023
[c8]Jason Sun, Haoxiang Ma, Li Zhang, Huicong Liu, Haiyang Shi, Shangyu Luo, Kai Wu, Kevin Bruhwiler, Cheng Zhu, Yuanyuan Nie, Jianjun Chen, Lei Zhang, Yuming Liang:
Accelerating Cloud-Native Databases with Distributed PMem Stores. ICDE 2023: 3043-3057- 2022
- [j7]Jianjun Chen, Yonghua Ding, Ye Liu, Fangshi Li, Li Zhang, Mingyi Zhang, Kui Wei, Lixun Cao, Dan Zou, Yang Liu, Lei Zhang, Rui Shi, Wei Ding, Kai Wu
, Shangyu Luo, Jason Sun, Yuming Liang:
ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency. Proc. VLDB Endow. 15(12): 3411-3424 (2022) - 2021
- [j6]Dimitrije Jankov, Binhang Yuan, Shangyu Luo, Chris Jermaine:
Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees. Proc. VLDB Endow. 14(7): 1228-1240 (2021) - [c7]Shangyu Luo, Dimitrije Jankov, Binhang Yuan, Chris Jermaine:
Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra. SIGMOD Conference 2021: 1222-1234 - 2020
- [j5]Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Dimitrije Jankov, Christopher M. Jermaine:
Scalable linear algebra on a relational database system. Commun. ACM 63(8): 93-101 (2020) - [j4]Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning. SIGMOD Rec. 49(1): 43-50 (2020)
2010 – 2019
- 2019
- [j3]Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS. Proc. VLDB Endow. 12(7): 822-835 (2019) - [j2]Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine:
Scalable Linear Algebra on a Relational Database System. IEEE Trans. Knowl. Data Eng. 31(7): 1224-1238 (2019) - [i2]Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning. CoRR abs/1904.11121 (2019) - 2018
- [j1]Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine:
Scalable Linear Algebra on a Relational Database System. SIGMOD Rec. 47(1): 24-31 (2018) - [c6]Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine:
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development. SIGMOD Conference 2018: 1189-1204 - 2017
- [c5]Tarek Elgamal, Shangyu Luo, Matthias Boehm, Alexandre V. Evfimievski, Shirish Tatikonda, Berthold Reinwald, Prithviraj Sen:
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning. CIDR 2017 - [c4]Shangyu Luo, Zekai J. Gao, Michael N. Gubanov, Luis Leopoldo Perez, Christopher M. Jermaine:
Scalable Linear Algebra on a Relational Database System. ICDE 2017: 523-534 - [c3]Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Chris Jermaine:
The BUDS Language for Distributed Bayesian Machine Learning. SIGMOD Conference 2017: 961-976 - [i1]Jia Zou, R. Matthew Barnett, Tania Lorido-Botran, Shangyu Luo, Carlos Monroy, Sourav Sikdar, Kia Teymourian, Binhang Yuan, Chris Jermaine:
PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development. CoRR abs/1711.05573 (2017) - 2014
- [c2]Zhuhua Cai, Zekai J. Gao, Shangyu Luo, Luis Leopoldo Perez, Zografoula Vagena, Christopher M. Jermaine:
A comparison of platforms for implementing and running very large scale machine learning algorithms. SIGMOD Conference 2014: 1371-1382 - 2012
- [c1]Ian R. Lane, Vinay Prasad, Gaurav Sinha, Arlette Umuhoza, Shangyu Luo, Akshay Chandrashekaran, Antoine Raux:
HRItk: The Human-Robot Interaction ToolKit Rapid Development of Speech-Centric Interactive Systems in ROS. SDCTD@NAACL-HLT 2012: 41-44
Coauthor Index
aka: Christopher M. Jermaine
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