Dimitrije Jankov
Dimitrije Jankov
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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
Real-time high performance anomaly detection over data streams: Grand challenge
D Jankov, S Sikdar, R Mukherjee, K Teymourian, C Jermaine
Proceedings of the 11th ACM international conference on distributed and …, 2017
Tensor relational algebra for distributed machine learning system design
B Yuan, D Jankov, J Zou, Y Tang, D Bourgeois, C Jermaine
Proceedings of the VLDB Endowment 14 (8), 2021
Lachesis: Automated generation of persistent partitionings for big data applications
J Zou, P Barhate, A Das, A Iyengar, B Yuan, D Jankov, C Jermaine
Proc. VLDB Endowment 14, 1262-1275, 2021
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
Tensor relational algebra for machine learning system design
B Yuan, D Jankov, J Zou, Y Tang, D Bourgeois, C Jermaine
arXiv preprint arXiv:2009.00524, 2020
Distributed numerical and machine learning computations via two-phase execution of aggregated join trees
D Jankov, B Yuan, S Luo, C Jermaine
SecNDP: Secure near-data processing with untrusted memory
W Xiong, L Ke, D Jankov, M Kounavis, X Wang, E Northup, JA Yang, ...
2022 IEEE International Symposium on High-Performance Computer Architecture …, 2022
Auto-differentiation of relational computations for very large scale machine learning
Y Tang, Z Ding, D Jankov, B Yuan, D Bourgeois, C Jermaine
International Conference on Machine Learning, 33581-33598, 2023
Declarative Relational Machine Learning Systems
D Jankov
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