Qinghao Hu   (胡擎昊)

I am a second-year Ph.D. student at the School of Computer Science and Engineering, Nanyang Technological University, Singapore.
My academic supervisors are Prof. Tianwei Zhang and Prof. Yonggang Wen.

S-Lab for Advanced Intelligence
ABN-02b-11, 61 Nanyang Avenue, Singapore 637335

June 22, 2021 Our SC '21 paper got accepted! Thanks for everyone who helped me!
Research Interest
Deep Learning System Large-scale Cluster Resource Management and Scheduling
Distributed Computing Automated Deep Learning in Large-scale
Aug. 2020 - Now Ph. D. student in S-Lab, Nanyang Technological University, Singapore
Jan. 2019 - Dec. 2019 Master student in Electrical Engineering, National University of Singapore, Singapore
Sept. 2014 - June 2018 Bachelor student in ISEE, Zhejiang University, China
Conference Papers
[SC '21] Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters
Qinghao Hu, Peng Sun, Shengen Yan, Yonggang Wen, Tianwei Zhang
PDF / DataSet / Code
Understanding workload characteristics can bring significant benefits for resource scheduling and management in large-scale GPU datacenters.
Professional Services
[SOSP '21] ACM Symposium on Operating Systems Principles, AE Committee Member
2018 Zhejiang University Outstanding College Graduates
2018 Best Undergraduate Thesis Award of ISEE College
2017 "TI CUP" Electronic Design Competition The Second Prize
2016 The National Talent Training Base The Third Prize Scholarship
2015 Outstanding Students The Second-Class Scholarship

Miscellaneous Personal Blog: blog.tonyhao.xyz