Publications

Frank Sifei Luan, Samyukta Yagati, Stephanie Wang, Sean Kim, Kenneth Lien, Isaac Ong, Tony Hong, SangBin Cho, Eric Liang, Ion Stoica (2023). Exoshuffle: An Extensible Shuffle Architecture. SIGCOMM 2023.

Frank Sifei Luan, Samyukta Yagati, Stephanie Wang, Sean Kim, Kenneth Lien, Isaac Ong, Tony Hong, SangBin Cho, Eric Liang, Ion Stoica (2023). Exoshuffle-CloudSort: The 2022 CloudSort Benchmark Winner. arXiv.

PDF Code Project Blog

Zongheng Yang, Wei-Lin Chiang, Frank Sifei Luan, Gautam Mittal, Michael Luo, Ion Stoica (2022). Balsa: Learning a Query Optimizer Without Expert Demonstrations. SIGMOD 2022.

Stephanie Wang, Eric Liang, Edward Oakes, Ben Hindman, Frank Sifei Luan, Audrey Cheng, Ion Stoica (2021). Ownership: A Distributed Futures System for Fine-Grained Tasks. NSDI 2021.

Johannes Bader, Sonia Seohyun Kim, Frank Sifei Luan, Satish Chandra, Erik Meijer (2021). AI in Software Engineering at Facebook. IEEE Software.

Zongheng Yang, Amog Kamsetty, Frank Sifei Luan, Eric Liang, Yan Duan, Xi Chen, Ion Stoica (2020). NeuroCard: One Cardinality Estimator for All Tables. VLDB 2020.

Frank Sifei Luan, Di Yang, Celeste Barnaby, Koushik Sen, Satish Chandra (2019). Aroma: Code Recommendation via Structural Code Search. OOPSLA 2019.

PDF Code DOI Blog Talk

Saksham Sachdev, Hongyu Li, Frank Sifei Luan, Seohyun Kim, Koushik Sen, Satish Chandra (2018). Retrieval on Source Code: A Neural Code Search. MAPL 2018.

PDF DOI Blog Dataset