Shuaiwen Leon Song
Shuaiwen Leon Song
Senior Principal Scientist/Manager, Microsoft; SOAR Associate Professor, University of Sydney
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Powerpack: Energy profiling and analysis of high-performance systems and applications
R Ge, X Feng, S Song, HC Chang, D Li, KW Cameron
IEEE Transactions on Parallel and Distributed Systems 21 (5), 658-671, 2009
Superneurons: Dynamic GPU memory management for training deep neural networks
L Wang, J Ye, Y Zhao, W Wu, A Li, SL Song, Z Xu, T Kraska
Proceedings of the 23rd ACM SIGPLAN symposium on principles and practice of …, 2018
A Simplified and Accurate Model of Power-Performance Efficiency on Emergent GPU Architectures
S Song, C Su, B Rountree, KW Cameron
27th IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2013
Evaluating modern gpu interconnect: Pcie, nvlink, nv-sli, nvswitch and gpudirect
A Li, SL Song, J Chen, J Li, X Liu, NR Tallent, KJ Barker
IEEE Transactions on Parallel and Distributed Systems 31 (1), 94-110, 2019
Locality-driven dynamic GPU cache bypassing
C Li, SL Song, H Dai, A Sidelnik, SKS Hari, H Zhou
Proceedings of the 29th ACM on International Conference on Supercomputing, 67-77, 2015
Graphreduce: processing large-scale graphs on accelerator-based systems
D Sengupta, SL Song, K Agarwal, K Schwan
Proceedings of the International Conference for High Performance Computing …, 2015
Locality-aware CTA clustering for modern GPUs
A Li, SL Song, W Liu, X Liu, A Kumar, H Corporaal
ACM SIGARCH Computer Architecture News 45 (1), 297-311, 2017
Iso-energy-efficiency: An approach to power-constrained parallel computation
S Song, CY Su, R Ge, A Vishnu, KW Cameron
2011 IEEE International Parallel & Distributed Processing Symposium, 128-139, 2011
Energy profiling and analysis of the hpc challenge benchmarks
S Song, R Ge, X Feng, KW Cameron
The International Journal of High Performance Computing Applications 23 (3 …, 2009
Tartan: evaluating modern GPU interconnect via a multi-GPU benchmark suite
A Li, SL Song, J Chen, X Liu, N Tallent, K Barker
2018 IEEE International Symposium on Workload Characterization (IISWC), 191-202, 2018
Exploring and analyzing the real impact of modern on-package memory on HPC scientific kernels
A Li, W Liu, MRB Kristensen, B Vinter, H Wang, K Hou, A Marquez, ...
Proceedings of the International Conference for High Performance Computing …, 2017
New-sum: A novel online abft scheme for general iterative methods
D Tao, SL Song, S Krishnamoorthy, P Wu, X Liang, EZ Zhang, ...
Proceedings of the 25th ACM International Symposium on High-Performance …, 2016
Unified performance and power modeling of scientific workloads
SL Song, K Barker, D Kerbyson
Proceedings of the 1st International Workshop on Energy Efficient …, 2013
Randomness in neural network training: Characterizing the impact of tooling
D Zhuang, X Zhang, S Song, S Hooker
Proceedings of Machine Learning and Systems 4, 316-336, 2022
Investigating the interplay between energy efficiency and resilience in high performance computing
L Tan, SL Song, P Wu, Z Chen, R Ge, DJ Kerbyson
2015 IEEE International Parallel and Distributed Processing Symposium, 786-796, 2015
Mic-svm: Designing a highly efficient support vector machine for advanced modern multi-core and many-core architectures
Y You, SL Song, H Fu, A Marquez, MM Dehnavi, K Barker, KW Cameron, ...
2014 IEEE 28th International Parallel and Distributed Processing Symposium …, 2014
Processing-in-memory enabled graphics processors for 3D rendering
C Xie, SL Song, J Wang, W Zhang, X Fu
2017 IEEE International Symposium on High Performance Computer Architecture …, 2017
Cudaadvisor: Llvm-based runtime profiling for modern gpus
D Shen, SL Song, A Li, X Liu
Proceedings of the 2018 International Symposium on Code Generation and …, 2018
LP-BNN: Ultra-low-latency BNN inference with layer parallelism
T Geng, T Wang, C Wu, C Yang, SL Song, A Li, M Herbordt
2019 IEEE 30th International Conference on Application-specific Systems …, 2019
The power-performance tradeoffs of the Intel Xeon Phi on HPC applications
B Li, HC Chang, S Song, CY Su, T Meyer, J Mooring, KW Cameron
2014 IEEE International Parallel & Distributed Processing Symposium …, 2014
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