Real-time High Performance Anomaly Detection over Data Streams: Grand Challenge. - Dimitrije Jankov; Sourav Sikdar; Rohan Mukherjee 001; Kia Teymourian; Chris Jermaine (DEBS, 2017)

Declarative Recursive Computation on an RDBMS. - Dimitrije Jankov; Shangyu Luo; Binhang Yuan; Zhuhua Cai; Jia Zou 001; Chris Jermaine; Zekai J. Gao (Proc. VLDB Endow., 2019)

Scalable linear algebra on a relational database system. - Shangyu Luo; Zekai J. Gao; Michael N. Gubanov; Luis Leopoldo Perez; Dimitrije Jankov; Christopher M. Jermaine (Commun. ACM, 2020)

Lachesis: Automated Generation of Persistent Partitionings for Big Data Applications. - Jia Zou 001; Pratik Barhate; Amitabh Das; Arun Iyengar; Binhang Yuan; Dimitrije Jankov; Chris Jermaine (CoRR, 2020)

Tensor Relational Algebra for Machine Learning System Design. - Binhang Yuan; Dimitrije Jankov; Jia Zou 001; Yuxin Tang; Daniel Bourgeois; Chris Jermaine (CoRR, 2020)

Declarative Recursive Computation on an RDBMS: or, Why You Should Use a Database For Distributed Machine Learning. - Dimitrije Jankov; Shangyu Luo; Binhang Yuan; Zhuhua Cai; Jia Zou 001; Chris Jermaine; Zekai J. Gao (SIGMOD Rec., 2020)

Automatic Optimization of Matrix Implementations for Distributed Machine Learning and Linear Algebra. - Shangyu Luo; Dimitrije Jankov; Binhang Yuan; Chris Jermaine (SIGMOD Conference, 2021)

SecNDP: Secure Near-Data Processing with Untrusted Memory. - Wenjie Xiong 001; Liu Ke 001; Dimitrije Jankov; Michael Kounavis; Xiaochen Wang; Eric Northup; Jie Amy Yang; Bilge Acun; Carole-Jean Wu; Ping Tak Peter Tang; G. Edward Suh; Xuan Zhang 001; et al. (IACR Cryptol. ePrint Arch., 2021)

Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees. - Dimitrije Jankov; Binhang Yuan; Shangyu Luo; Chris Jermaine (Proc. VLDB Endow., 2021)

Tensor Relational Algebra for Distributed Machine Learning System Design. - Binhang Yuan; Dimitrije Jankov; Jia Zou 001; Yuxin Tang; Daniel Bourgeois; Chris Jermaine (Proc. VLDB Endow., 2021)

Lachesis: Automated Partitioning for UDF-Centric Analytics. - Jia Zou 001; Amitabh Das; Pratik Barhate; Arun Iyengar; Binhang Yuan; Dimitrije Jankov; Chris Jermaine (Proc. VLDB Endow., 2021)

Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning. - Yuxin Tang; Zhimin Ding; Dimitrije Jankov; Binhang Yuan; Daniel Bourgeois; Chris Jermaine (ICML, 2023)

EinDecomp: Decomposition of Declaratively-Specified Machine Learning and Numerical Computations for Parallel Execution. - Daniel Bourgeois; Zhimin Ding; Dimitrije Jankov; Jiehui Li; Sleem Mahmoud Abdelghafar; Yuxin Tang; Jiawen Yao; Xinyu Yao; Chris Jermaine (Proc. VLDB Endow., 2025)