计算机科学与技术系

Department of Computer Science and Technology

Lin Gan

Assistant Professor

lingan@tsinghua.edu.cn

http://thuhpgc.org/index.php/Lin_Gan

Education background

Bachelor,Beijing University of Posts and Telecommunications, 2011

PhD,Tsinghua University,2016

Visiting Scholar,Imperial College London (2014), Stanford University (2015)

Social service

Professional Services

CLUSTER 2021: PC Co-Chair

ISC 2020: HPC in Asia Chair

SC 2019: Workshop reviewer

ICPP 2019: PC member

ISC2019: HPC in Asia Deputy Chair

SC 2018: BoF Selection Committee

ICCS 2018: Workshop Co-chair, Local Co-chair, PC member

CCGrid 2018 and 2019: PC member

IEEE Tsinghua Student Chair, 2015

Areas of Research Interests/ Research Projects

My study interests include next-generation HPC solution targeting at better time-to-solution and energy-to-solution. In recent years, I have been focusing on designing novel solutions for resolving major challenges from important numerical applications such as climate modeling and exploration geophysics. The latest updates include using Sunway TaihuLight to achieve extremely large-scale simulation for numerical applications, and using reconfigurable system to achieve improvements in both the performance and the power efficiency.

Honors And Awards

IEEE-CS TCHPC Award for Excellence for Early Career Researchers in High Performance Computing, SC18, Dallas, 11/2018

2017 Finalist of the ACM Gordon Bell Prize (corresponding author), SC17, Denver, 11/2017

Tsinghua-Inspur Computational Earth Science Young Researcher Award for the Year of 2017, Beijing, 03/2017

2016 ACM Gordon Bell Prize (corresponding author), SC16, Salt Lake City, 11/2016

Most Significant Paper Award in 25 Years (1990-2014), one of the 27 papers selected from the 1,765 publications in the first 25 years of the International Conference on Field Programmable Logic and Application (FPL), London, 09/2015

Best Paper Award, CCF HPC China 2014, Guilin, 10/2014

IBM Imagine Cup World Champion, IBM, 12/2013

Academic Achievement

Publications

Conference

[1]. Xin Wang, Lin Gan*, Jingheng Xu, JInzhe Yang, Haohuan Fu, Xiaomeng Huang, and Guangwen Yang "PLZMA: A Parallel Data Compression Method for Cloud Computing." In International Conference on Algorithms and Architectures for Parallel Processing, pp. 504-518. Springer, Cham, 2018.

[2]. Lin Gan, Haohuan Fu, Chao Yang, Wayne Luk, Wei Xue, Oskar Mencer, Guangwen Yang, A highly-efficient and green data flow engine for solving euler atmospheric equations,Field Programmable Logic and Applications (FPL), 2014 24th International Conference on. IEEE, 2014: 1-6.

[3]. Lin Gan, Haohuan Fu, Wei Xue, Chao Yang, Xinliang Wang , Yang You, Guangwen Yang, Scaling and analyzing the stencil performance on multi-core and many-core architectures,Parallel and Distributed Systems (ICPADS), 2014 20th IEEE International Conference on. IEEE, 2014: 103-110.

[4]. Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Xiaomeng Huang, Youhui Zhang, Guangwen Yang,Accelerating solvers for global atmospheric equations through mixed-precision data flow engine[C], Field Programmable Logic and Applications (FPL), 2013 23rd International Conference on. IEEE, 2013: 1-6.

[5]. Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Guangwen Yang,Global Atmospheric Simulation on a Reconfigurable Platform, Field-Programmable Custom Computing Machines (FCCM), 2013 IEEE 21st Annual International Symposium on. IEEE, 2013: 230-230.

[6]. Chao Yang *, Wei Xue*, Haohuan Fu *, Hongtao You , Xinliang Wang, Yulong Ao, Fangfang Liu, Lin Gan*, Ping Xu, Lanning Wang, Guangwen Yang,10M-core scalable fully-implicit solver for nonhydrostatic atmospheric dynamics[C],High Performance Computing, Networking, Storage and Analysis, SC16: International Conference for. IEEE, 2016: 57-68.

[7]. Haohuan Fu*, Junfeng Liao, Nan Ding*, Xiaohui Duan, Lin Gan*, Yishuang Liang, Lanning Wang*, Jinzhe Yang, Yan Zheng, Weiguo Liu, Guangwen Yang,Redesigning CAM-SE for peta-scale climate modeling performance and ultra-high resolution on Sunway TaihuLight." Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis. ACM, 2017

[8] Bingwei Chen, Haohuan Fu, Yanwen Wei, Conghui He, Wenqing Zhang, Yuxuan Li, Wubin Wan, Wei Zhang, Lin Gan, et.al, Simulating the Wenchuan Earthquake with Accurate Surface Topography on Sunway TaihuLight, In Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis, p. 40. IEEE Press, 2018.

[9]. Xiaohui Duan, Ping Gao, Tingjian Zhang, Meng Zhang, Weiguo Liu, Wusheng Zhang, Wei Xue, Haohuan Fu, Lin Gan, et. al, Redesigning LAMMPS for Peta-scale and Hundred-billion-atom Simulation on Sunway TaihuLight, In Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis . IEEE Press, 2018.

[10]. Chao Yang, Wei Xue, Haohuan Fu, Lin Gan, Linfeng Li, Yangtong Xu, Yutong Lu, Jiachang Sun, Guangwen Yang, Weimin Zheng, A peta-scalable CPU-GPU algorithm for global atmospheric simulations, ACM SIGPLAN Notices. ACM, 2013, 48(8): 1-12.

Journal

[1]. Jingheng Xu, Haohuan Fu, Wen Shi, Lin Gan*, Yuxuan Li, Wayne Luk, Guangwen Yang, Performance Tuning and Analysis for Stencil-Based Applications on POWER8 Processor, ACM Transactions on Architecture and Code Optimization (TACO) 15, no. 4 (2018): 41.

[2]. Lin Gan, Haohuan Fu, Oskar Mencer, Wayne Luk, and Guangwen Yang, Data Flow Computing in Geoscience Applications, Advances in Computers.

[3]. Lin Gan, Haohuan FU, Wayne Luk, Chao Yang, Wei Xue, and Guangwen Yang, Solving Mesoscale Atmospheric Dynamics Using a Reconfigurable Dataflow Architecture[J]. IEEE Micro, 2017, 37(4): 40-50.

[4]. Lin Gan, Haohuan Fu, Wayne Luk, Chao Yang, Wei Xue, Xiaomeng Huang, Youhui Zhang, Guangwen Yang,Solving the global atmospheric equations through heterogeneous reconfigurable platforms[J]. ACM Transactions on Reconfigurable Technology and Systems (TRETS), 2015, 8(2): 11.

[5]. Haohuan Fu, Lin Gan*, Robert G Clapp, Huabin Ruan, Oliver Pell, Oskar Mencer, Michael Flynn, Xiaomeng Huang, Guangwen Yang,Scaling reverse time migration performance through reconfigurable dataflow engines[J]. IEEE Micro, 2014, 34(1): 30-40.

[6]. Haohuan Fu, Lin Gan, Chao Yang*, Wei Xue, Lanning Wang, Xinliang Wang, Xiaomeng Huang, Guangwen Yang,Solving global shallow water equations on heterogeneous supercomputers[J]. PloS one, 2017, 12(3): e0172583

[7]. Mingxu Hu, Hongkun Yu, Kai Gu, Kunpeng Wang, Siyuan Ren, Bing Li, Lin Gan, Shizhen Xu, Guangwen Yang, Yuan Shen, Xueming Li, A particle-filter framework for robust cryoEM 3D reconstruction, Nature methods 15, no. 12 (2018): 1083.

[8]. Wei Xue, Chao Yang, Haohuan Fu, Xinliang Wang, Yangtong Xu, Junfeng Liao, Lin Gan, Lizhe Wang,Ultra-scalable CPU-MIC acceleration of mesoscale atmospheric modeling on Tianhe-2[J]. IEEE Transactions on Computers, 2015, 64(8): 2382-2393.