Audrey Cheng

According to our database, Audrey Cheng authored at least 17 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AI-Driven Research for Databases.

Audrey Cheng, Harald Ng, Aaron N. Kabcenell, Peter Bailis, Matei Zaharia, Lin Ma, Xiao Shi, Ion Stoica

CoRR, April, 2026

EvoX: Meta-Evolution for Automated Discovery.

Shu Liu, Shubham Agarwal, Monishwaran Maheswaran, Mert Cemri, Zhifei Li, Qiuyang Mang, Ashwin Naren, Ethan Boneh, Audrey Cheng, Melissa Z. Pan, Alexander Du, Kurt Keutzer, Alexandros G. Dimakis, Koushik Sen, Matei Zaharia, Ion Stoica

CoRR, February, 2026

AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization.

Mert Cemri, Shubham Agrawal, Akshat Gupta, Shu Liu, Audrey Cheng, Qiuyang Mang, Ashwin Naren, Lutfi Eren Erdogan, Koushik Sen, Matei Zaharia, Alex Dimakis, Ion Stoica

CoRR, February, 2026

Delta Fair Sharing: Performance Isolation for Multi-Tenant Storage Systems.

Tyler Griggs, Soujanya Ponnapalli, Dev Bali, Wenjie Ma, James DeLoye, Audrey Cheng, Jaewan Hong, Natacha Crooks, Scott Shenker, Ion Stoica, Matei Zaharia

CoRR, January, 2026

2025

Let the Barbarians In: How AI Can Accelerate Systems Performance Research.

Audrey Cheng, Shu Liu, Melissa Z. Pan, Zhifei Li, Shubham Agarwal, Mert Cemri, Bowen Wang, Alexander Krentsel, Tian Xia, Jongseok Park, Shuo Yang, Jeff Chen, Lakshya A. Agrawal, Ashwin Naren, Shulu Li, Ruiying Ma, Aditya Desai, Jiarong Xing, Koushik Sen, Matei Zaharia, Ion Stoica

CoRR, December, 2025

Barbarians at the Gate: How AI is Upending Systems Research.

Audrey Cheng, Shu Liu, Melissa Z. Pan, Zhifei Li, Bowen Wang, Alex Krentsel, Tian Xia, Mert Cemri, Jongseok Park, Shuo Yang, Jeff Chen, Lakshya A. Agrawal, Aditya Desai, Jiarong Xing, Koushik Sen, Matei Zaharia, Ion Stoica

CoRR, October, 2025

Fair Transaction Processing For Multi-Tenant Databases.

Audrey Cheng, Xiao Shi, Aaron N. Kabcenell, Jolene Huey, Peter Bailis, Natacha Crooks, Ion Stoica

Proc. VLDB Endow., April, 2025

SkyStore: Cost-Optimized Object Storage Across Regions and Clouds.

Shu Liu, Xiangxi Mo, Moshik Hershcovitch, Henric Zhang, Audrey Cheng, Guy Girmonsky, Gil Vernik, Michael Factor, Tiemo Bang, Soujanya Ponnapalli, Natacha Crooks, Joseph Gonzalez, Danny Harnik, Ion Stoica

Proc. VLDB Endow., March, 2025

Optimizing LLM Queries in Relational Data Analytics Workloads.

Shu Liu, Asim Biswal, Amog Kamsetty, Audrey Cheng, Luis Gaspar Schroeder, Liana Patel, Shiyi Cao, Xiangxi Mo, Ion Stoica, Joseph E. Gonzalez, Matei Zaharia

Proceedings of the Eighth Conference on Machine Learning and Systems, 2025

2024

Towards Optimal Transaction Scheduling.

Audrey Cheng, Aaron N. Kabcenell, Jason Chan, Xiao Shi, Peter D. Bailis, Natacha Crooks, Ion Stoica

Proc. VLDB Endow., July, 2024

Optimizing LLM Queries in Relational Workloads.

Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia

CoRR, 2024

2023

Mammoths Are Slow: The Overlooked Transactions of Graph Data.

Audrey Cheng, Jack Waudby, Hugo Firth, Natacha Crooks, Ion Stoica

Proc. VLDB Endow., December, 2023

Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate.

Audrey Cheng, David C. Y. Chu, Terrance Li, Jason Chan, Natacha Crooks, Joseph M. Hellerstein, Ion Stoica, Xiangyao Yu

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

2022

TAOBench: An End-to-End Benchmark for Social Networking Workloads.

Audrey Cheng, Xiao Shi, Aaron N. Kabcenell, Shilpa Lawande, Hamza Qadeer, Jason Chan, Harrison Tin, Ryan Zhao, Peter Bailis, Mahesh Balakrishnan, Nathan Bronson, Natacha Crooks, Ion Stoica

Proc. VLDB Endow., 2022

2021

RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store.

Audrey Cheng, Xiao Shi, Lu Pan, Anthony Simpson, Neil Wheaton, Shilpa Lawande, Nathan Bronson, Peter Bailis, Natacha Crooks, Ion Stoica

Proc. VLDB Endow., 2021

Ownership: A Distributed Futures System for Fine-Grained Tasks.

Stephanie Wang, Eric Liang, Edward Oakes, Benjamin Hindman, Frank Sifei Luan, Audrey Cheng, Ion Stoica

Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

2020

Gryff: Unifying Consensus and Shared Registers.

Matthew Burke, Audrey Cheng, Wyatt Lloyd

Proceedings of the 17th USENIX Symposium on Networked Systems Design and Implementation, 2020