Xinnian Zheng

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 10

Top Topics

Operations Management

Predictive Modeling

Automatically Generating

Top Venues

Publications

Feiwen Zhu, Michal Futrega, Han Bao, Sukru Burc Eryilmaz, Fei Kong, Kefeng Duan, Xinnian Zheng, Nimrod Angel, Matthias Jouanneaux, Maxmilian Stadler, Michal Marcinkiewicz, Fung Xie, June Yang, Michael Andersch
FastDimeNet++: Training DimeNet++ in 22 minutes. ICPP (2023)
Reena Panda, Xinnian Zheng, Andreas Gerstlauer, Lizy Kurian John
CAMP: Accurate modeling of core and memory locality for proxy generation of big-data applications. DATE (2018)
Reena Panda, Xinnian Zheng, Jiajun Wang, Andreas Gerstlauer, Lizy K. John
Statistical Pattern Based Modeling of GPU Memory Access Streams. DAC (2017)
Xinnian Zheng, Haris Vikalo, Shuang Song, Lizy K. John, Andreas Gerstlauer
Sampling-based binary-level cross-platform performance estimation. DATE (2017)
Reena Panda, Xinnian Zheng, Lizy Kurian John
Accurate address streams for LLC and beyond (SLAB): A methodology to enable system exploration. ISPASS (2017)
Xinnian Zheng, Lizy K. John, Andreas Gerstlauer
LACross: Learning-Based Analytical Cross-Platform Performance and Power Prediction. Int. J. Parallel Program. 45 (6) (2017)
Xinnian Zheng, Lizy K. John, Andreas Gerstlauer
Accurate phase-level cross-platform power and performance estimation. DAC (2016)
Reena Panda, Xinnian Zheng, Shuang Song, Jee Ho Ryoo, Michael LeBeane, Andreas Gerstlauer, Lizy K. John
Genesys: Automatically generating representative training sets for predictive benchmarking. SAMOS (2016)
Shuang Song, Xinnian Zheng, Andreas Gerstlauer, Lizy K. John
Fine-grained power analysis of emerging graph processing workloads for cloud operations management. IEEE BigData (2016)
Shuang Song, Meng Li, Xinnian Zheng, Michael LeBeane, Jee Ho Ryoo, Reena Panda, Andreas Gerstlauer, Lizy K. John
Proxy-Guided Load Balancing of Graph Processing Workloads on Heterogeneous Clusters. ICPP (2016)
Xinnian Zheng, Pradeep Ravikumar, Lizy K. John, Andreas Gerstlauer
Learning-based analytical cross-platform performance prediction. SAMOS (2015)