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Shangyu Luo
Shangyu Luo
ByteDance
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Title
Cited by
Cited by
Year
Scalable linear algebra on a relational database system
S Luo, ZJ Gao, M Gubanov, LL Perez, C Jermaine
ACM SIGMOD Record 47 (1), 24-31, 2018
1392018
A comparison of platforms for implementing and running very large scale machine learning algorithms
Z Cai, ZJ Gao, S Luo, LL Perez, Z Vagena, C Jermaine
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
752014
Declarative recursive computation on an rdbms, or, why you should use a database for distributed machine learning
D Jankov, S Luo, B Yuan, Z Cai, J Zou, C Jermaine, ZJ Gao
arXiv preprint arXiv:1904.11121, 2019
622019
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning.
T Elgamal, S Luo, M Boehm, AV Evfimievski, S Tatikonda, B Reinwald, ...
CIDR, 2017
542017
The BUDS language for distributed bayesian machine learning
ZJ Gao, S Luo, LL Perez, C Jermaine
Proceedings of the 2017 ACM International Conference on Management of Data …, 2017
272017
PlinyCompute: A platform for high-performance, distributed, data-intensive tool development
J Zou, RM Barnett, T Lorido-Botran, S Luo, C Monroy, S Sikdar, ...
Proceedings of the 2018 International Conference on Management of Data, 1189 …, 2018
232018
HRItk: the human-robot interaction ToolKit rapid development of speech-centric interactive systems in ROS
I Lane, V Prasad, G Sinha, A Umuhoza, S Luo, A Chandrashekaran, ...
NAACL-HLT Workshop on Future directions and needs in the Spoken Dialog …, 2012
202012
Declarative recursive computation on an RDBMS: or, why you should use a database for distributed machine learning
D Jankov, S Luo, B Yuan, Z Cai, J Zou, C Jermaine, ZJ Gao
ACM SIGMOD Record 49 (1), 43-50, 2020
182020
ByteHTAP: bytedance's HTAP system with high data freshness and strong data consistency
J Chen, Y Ding, Y Liu, F Li, L Zhang, M Zhang, K Wei, L Cao, D Zou, Y Liu, ...
Proceedings of the VLDB Endowment 15 (12), 3411-3424, 2022
152022
Automatic optimization of matrix implementations for distributed machine learning and linear algebra
S Luo, D Jankov, B Yuan, C Jermaine
Proceedings of the 2021 International Conference on Management of Data, 1222 …, 2021
132021
Distributed numerical and machine learning computations via two-phase execution of aggregated join trees
D Jankov, B Yuan, S Luo, C Jermaine
Proceedings of the VLDB Endowment 14 (7), 2021
92021
Hybrid: A large-scale linear-relational database management system
M Gubanov, C Jermaine, Z Gao, S Luo
MIT Annual DB Conference, 2016
62016
Accelerating Cloud-Native Databases with Distributed PMem Stores
J Sun, H Ma, L Zhang, H Liu, H Shi, S Luo, K Wu, K Bruhwiler, C Zhu, ...
2023 IEEE 39th International Conference on Data Engineering (ICDE), 3043-3057, 2023
12023
Automatic Matrix Format Exploration for Large Scale Linear Algebra
S Luo
Rice University, 2020
12020
Adding Vector and Matrix Support to SimSQL
S Luo
2016
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Articles 1–15