PhD Student, UC Berkeley
Email: [email protected]
CV (PDF)
Hello, I'm Audrey.
I am on the faculty job market this year!
I am a final-year PhD student in Computer Science at UC Berkeley in the Sky Computing Lab, advised by Ion Stoica and Natacha Crooks. My research focuses on optimizing performance for database systems. Recently, I have been co-leading an initiative on automating performance optimization for systems and run a blog series on these efforts. Please reach out if you are interested in featuring your work!
I am supported by an NSF Graduate Research Fellowship, a Meta PhD Research Fellowship, and a Berkeley Chancellor's Fellowship. I have been named a Rising Star in EECS. My research has also received a VLDB Best Industry Paper Award and invitations to the Best of VLDB journal. Previously, I graduated with a BSE from Princeton University, where I worked with Wyatt Lloyd and Kai Li.
Industry Impact. Our research on contention in modern applications has been deployed at a number of database companies, including Meta, PlanetScale, and TiDB, and has also led to long-term collaborations with Google Cloud Spanner and YugabyteDB. Our work on optimizing cloud storage has been deployed at IBM. Our research on providing stronger transactional guarantees at scale is deployed on Messenger. Recently, I have been collaborating with Databricks, Datadog, and Meta on using AI to optimize performance for their systems.
Latest News
Publications
Talks
- KTH AI Systems Workshop (Stockholm, Sweden): Mar. 2026.
- Meta Datacenter Optimization Team (Menlo Park, CA): Feb. 2026.
- UCSD DSC204A Guest Lecture (Online): Nov. 2025.
- UC Berkeley CS294-262 Guest Lecture (Berkeley, CA): Nov. 2025.
- Snowflake AI Seminar (Online): Oct. 2025.
- Carnegie Mellon University Database Seminar (Online): Oct. 2025.
- 51st International Conference on Very Large Data Bases (VLDB) '25 (London, UK): Sep. 2025.
- Databricks Database Reading Group (Online): Jul. 2025.
- Microsoft Gray Systems Lab (Mountain View, CA): Jan. 2025.
- Sky Lab Summer Retreat (Santa Cruz, CA): May 2024.
- Berkeley Database Seminar (Berkeley, CA): Apr. 2024.
- TigerBeetle DB Design Seminar (Online): Dec. 2024.
- HTAP Summit (Palo Alto, CA): Sep. 2024.
- 50th International Conference on Very Large Data Bases (VLDB) '24 (Guangzhou, China): Aug. 2024.
- Berkeley NetSys Seminar (Berkeley, CA): Jan. 2024.
- Berkeley Database Seminar (Berkeley, CA): Apr. 2023.
- 17th USENIX Symposium on Operating Systems Design and Implementation (OSDI) '23 (Boston, MA): Jul. 2023.
- Sky Lab Winter 2023 Retreat (Monterey, CA): Jan. 2023.
- Distributed Systems Meeting (Berkeley, CA): Nov. 2022.
- Sky Lab Summer 2022 Retreat (Lake Tahoe, CA): Jun. 2022.
- Pinterest Infra Talks (Palo Alto, CA): Dec. 2022.
- HTAP Summit (Palo Alto, CA): Nov. 2022.
- PingCAP Meetup (Berkeley, CA and Online): Sep. 2022.
- Fifteenth TUC Meeting @ SIGMOD 2022 (Online): Jun. 2022.
- Berkeley Database Seminar (Berkeley, CA): Feb. 2022.
- Berkeley Progressive Systems Seminar (Online): Dec. 2021.
- Deep-Dive Talks @ Facebook (Online): Sep. 2021.
- LinkedIn Big Data Platforms (Online): Mar. 2022.
- Meta Core Data Tech Talks (Online): Feb. 2022.
- RISELab Winter 2022 Retreat (Online): Jan. 2022.
- Berkeley Databases Seminar (Online): May 2021.
- Berkeley Progressive Systems Seminar (Online): Apr. 2021.
- DB Engineering @ Facebook (Online): Aug. 2020.
- Deep-Dive Talks @ Facebook (Online): Aug. 2020.
- Princeton Senior Thesis Oral Presentation (Online): May 2020.
Fellowships & Awards
- DRFT paper invited to VLDB Journal on "Best of VLDB" (2025)
- SkyStore paper invited to VLDB Journal on "Best of VLDB" (2025)
- EECS Rising Stars (2024)
- NSF Graduate Research Fellowship (2022)
- Meta PhD Research Fellowship (2022)
- VLDB Best Industry Paper Award (2021)
- Berkeley Chancellor's Fellowship (2020)
- Berkeley EECS Excellence Award (2020)
- Princeton Phi Beta Kappa, Sigma Xi, Tau Beta Pi (2019, 2020)