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Xinnian Zheng
Xinnian Zheng
Verified email at nvidia.com
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Year
Accurate phase-level cross-platform power and performance estimation
X Zheng, LK John, A Gerstlauer
Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016
722016
Learning-based analytical cross-platform performance prediction
X Zheng, P Ravikumar, LK John, A Gerstlauer
2015 International Conference on Embedded Computer Systems: Architectures …, 2015
432015
Proxy-guided load balancing of graph processing workloads on heterogeneous clusters
S Song, M Li, X Zheng, M LeBeane, JH Ryoo, R Panda, A Gerstlauer, ...
2016 45th International Conference on Parallel Processing (ICPP), 77-86, 2016
252016
LACross: Learning-based analytical cross-platform performance and power prediction
X Zheng, LK John, A Gerstlauer
International Journal of Parallel Programming 45, 1488-1514, 2017
232017
Sampling-based binary-level cross-platform performance estimation
X Zheng, H Vikalo, S Song, LK John, A Gerstlauer
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
232017
Accurate address streams for llc and beyond (slab): A methodology to enable system exploration
R Panda, X Zheng, LK John
2017 IEEE International Symposium on Performance Analysis of Systems and …, 2017
162017
Statistical pattern based modeling of GPU memory access streams
R Panda, X Zheng, J Wang, A Gerstlauer, LK John
Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017
142017
Fine-grained power analysis of emerging graph processing workloads for cloud operations management
S Song, X Zheng, A Gerstlauer, LK John
2016 IEEE International Conference on Big Data (Big Data), 2121-2126, 2016
102016
Genesys: Automatically generating representative training sets for predictive benchmarking
R Panda, X Zheng, S Song, JH Ryoo, M LeBeane, A Gerstlauer, LK John
2016 International Conference on Embedded Computer Systems: Architectures …, 2016
82016
Camp: Accurate modeling of core and memory locality for proxy generation of big-data applications
R Panda, X Zheng, A Gerstlauer, LK John
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 337-342, 2018
72018
Generating sets of training programs for machine learning models
LK John, R Panda, X Zheng, A Gerstlauer
US Patent 10,949,741, 2021
2021
Learning-based analytical cross-platform performance and power prediction
X Zheng
2017
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