Aurick Qiao

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 8

Top Topics

Failure Recovery

Database Replication

Fault Tolerance

High Scalability

Top Venues

USENIX Annual Technical Conference

Publications

Suhas Jayaram Subramanya, Daiyaan Arfeen, Shouxu Lin, Aurick Qiao, Zhihao Jia, Gregory R. Ganger
Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling. SOSP (2023)
Zhengzhong Liu, Aurick Qiao, Willie Neiswanger, Hongyi Wang, Bowen Tan, Tianhua Tao, Junbo Li, Yuqi Wang, Suqi Sun, Omkar Pangarkar, Richard Fan, Yi Gu, Victor Miller, Yonghao Zhuang, Guowei He, Haonan Li, Fajri Koto, Liping Tang, Nikhil Ranjan, Zhiqiang Shen, Xuguang Ren, Roberto Iriondo, Cun Mu, Zhiting Hu, Mark Schulze, Preslav Nakov, Tim Baldwin, Eric P. Xing
LLM360: Towards Fully Transparent Open-Source LLMs. CoRR (2023)
Aurick Qiao, Sang Keun Choe, Suhas Jayaram Subramanya, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning. OSDI (2021)
Aurick Qiao, Willie Neiswanger, Qirong Ho, Hao Zhang, Gregory R. Ganger, Eric P. Xing
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning. CoRR (2020)
Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing
Fault Tolerance in Iterative-Convergent Machine Learning. ICML (2019)
Aurick Qiao, Abutalib Aghayev, Weiren Yu, Haoyang Chen, Qirong Ho, Garth A. Gibson, Eric P. Xing
Litz: Elastic Framework for High-Performance Distributed Machine Learning. USENIX Annual Technical Conference (2018)
Aurick Qiao, Bryon Aragam, Bingjing Zhang, Eric P. Xing
Fault Tolerance in Iterative-Convergent Machine Learning. CoRR (2018)
Jinliang Wei, Wei Dai, Aurick Qiao, Qirong Ho, Henggang Cui, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
Managed communication and consistency for fast data-parallel iterative analytics. SoCC (2015)
Shrinu Kushagra, Alejandro López-Ortiz, Aurick Qiao, J. Ian Munro
Multi-Pivot Quicksort: Theory and Experiments. ALENEX (2014)