Daniel Bourgeois

Joined

January 2023

Names

Daniel Bourgeois (Preferred)

Emails

****@rice.edu (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Postdoc

Compute Science, Rice University (rice.edu)

2024 – 2025

PhD student

Rice University (rice.edu)

2017 – 2024

Undergrad student

Louisiana State University (lsu.edu)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Chris Jermaine

2020 – 2023

Expertise

No areas of expertise listed

Publications

DISCO: Dynamic Scheduling for CPU Offload in ML Workloads
Zhimin Ding, Jiawen Yao, Brianna Barrow, Tania Lorido Botran, Christopher Jermaine, Yuxin Tang, Jiehui Li, Xinyu Yao, Sleem Abdelghafar, Daniel Bourgeois
- Submitted to ICLR 2026
- Readers: Everyone
DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs
Xinyu Yao, Daniel Bourgeois, Abhinav Jain, Yuxin Tang, Jiawen Yao, Zhimin Ding, Arlei Silva, Chris Jermaine
- ICLR 2026 Poster
- Readers: Everyone
TURNIP: A “Nondeterministic” GPU Runtime with CPU RAM Offload
Zhimin Ding, Jiawen Yao, Brianna Barrow, Tania Lorido Botran, Christopher Jermaine, Yuxin Tang, Jiehui Li, Xinyu Yao, Sleem Mahmoud Abdelghafar, Daniel Bourgeois
- Submitted to ICLR 2025
- Readers: Everyone
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 Poster
- Readers: Everyone
Tensor Relational Algebra for Distributed Machine Learning System Design
Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine
- 2021 (modified: 15 May 2023)
- Proc. VLDB Endow. 2021
- Readers: Everyone
Tensor Relational Algebra for Machine Learning System Design
Binhang Yuan, Dimitrije Jankov, Jia Zou, Yuxin Tang, Daniel Bourgeois, Chris Jermaine
- 2020 (modified: 15 May 2023)
- CoRR 2020
- Readers: Everyone
Higher-level parallelization for local and distributed asynchronous task-based programming
Hartmut Kaiser, Thomas Heller, Daniel Bourgeois, Dietmar Fey
- Published: 01 Jan 2015, Last Modified: 15 May 2023
- ESPM@SC 2015
- Readers: Everyone

Daniel Bourgeois

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

DISCO: Dynamic Scheduling for CPU Offload in ML Workloads

DOPPLER: Dual-Policy Learning for Device Assignment in Asynchronous Dataflow Graphs

TURNIP: A “Nondeterministic” GPU Runtime with CPU RAM Offload

Auto-Differentiation of Relational Computations for Very Large Scale Machine Learning

Tensor Relational Algebra for Distributed Machine Learning System Design

Tensor Relational Algebra for Machine Learning System Design

Higher-level parallelization for local and distributed asynchronous task-based programming

Co-Authors