Aurick Qiao

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Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Qirong HoMohamed bin Zayed University of Artificial Intelligence (MBZUAI) and Petuum, IncVerified email at petuum.com
Greg GangerJatras Professor, Carnegie Mellon UniversityVerified email at ece.cmu.edu
Garth Alan GibsonPresident & CEO, Vector Institute; Consulting Professor of Computer Science, Carnegie MellonVerified email at vectorinstitute.ai
Wei DaiApple; Carnegie Mellon UniversityVerified email at cs.cmu.edu
Jinliang WeiGoogle; Carnegie Mellon UniversityVerified email at alumni.cmu.edu
Henggang CuiMotionalVerified email at motional.com
Phillip GibbonsCarnegie Mellon UniversityVerified email at cs.cmu.edu
Abutalib AghayevSenior Software Engineer, Amazon Web ServicesVerified email at amazon.com
Alejandro Lopez-OrtizProfessor and Cheriton Chair, University of WaterlooVerified email at uwaterloo.ca
Ian MunroUniversity Professor, University of WaterlooVerified email at uwaterloo.ca
Shrinu KushagraGoogle DeepMindVerified email at deepmind.com
Bryon AragamUniversity of ChicagoVerified email at chicagobooth.edu

Aurick Qiao

Carnegie Mellon University

Verified email at andrew.cmu.edu - Homepage


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Managed communication and consistency for fast data-parallel iterative analytics J Wei, W Dai, A Qiao, Q Ho, H Cui, GR Ganger, PB Gibbons, GA Gibson, ... Proceedings of the Sixth ACM Symposium on Cloud Computing, 381-394, 2015	144	2015
Pollux: Co-adaptive cluster scheduling for goodput-optimized deep learning A Qiao, SK Choe, SJ Subramanya, W Neiswanger, Q Ho, H Zhang, ... 15th {USENIX} Symposium on Operating Systems Design and Implementation …, 2021	126	2021
Litz: An Elastic Framework for High-Performance Distributed Machine Learning A Qiao, A Aghayev, W Yu, H Chen, Q Ho, GA Gibson, EP Xing	63	2017
Multi-pivot quicksort: Theory and experiments S Kushagra, A López-Ortiz, A Qiao, JI Munro 2014 Proceedings of the Sixteenth Workshop on Algorithm Engineering and …, 2014	60	2014
Fault tolerance in iterative-convergent machine learning A Qiao, B Aragam, B Zhang, E Xing International Conference on Machine Learning, 5220-5230, 2019	41	2019
Elastic management of machine learning computing A Qiao, Q Ho, E Xing US Patent 10,649,806, 2020	14	2020
LLM360: Towards fully transparent open-source llms Z Liu, A Qiao, W Neiswanger, H Wang, B Tan, T Tao, J Li, Y Wang, S Sun, ... arXiv preprint arXiv:2312.06550, 2023	13	2023
Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling S Jayaram Subramanya, D Arfeen, S Lin, A Qiao, Z Jia, GR Ganger Proceedings of the 29th Symposium on Operating Systems Principles, 642-657, 2023	8	2023
Operating system for distributed enterprise artificial intelligence programs on data centers and the clouds W Dai, W Yu, EP Xing, A Qiao, Q Ho US Patent 10,782,988, 2020	7	2020
Scaling HDBSCAN Clustering with kNN Graph Approximation J Jackson, A Qiao, EP Xing	2	2018
Elastic Machine Learning Systems with Co-adaptation A Qiao Carnegie Mellon University, 2021		2021
AUTODIST: ACOMPOSABLE AND AUTOMATED SYNCHRONIZATION SYSTEM FOR DISTRIBUTED DEEP LEARNING H Zhang, P Wu, Z Deng, C Li, Q Ho, A Qiao, Z Wang, EP Xing
Training Larger Models on TensorFlow without Additional GPU J Wei, A Qiao, A Jayarajan, G Gibson, V Vasudevan, E Xing

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