Publications

2022

  1. Cross-Level Characterization of Program Execution
    Li Tang, and Pakin Scott
    In MASCOTS 2022: 30th International Symposium on the Modeling, Analysis, and Simulation of Computer and Telecommunication Systems 2022

2021

  1. In Situ Climate Modeling for Analyzing Extreme Weather Events
    Soumya Dutta, Natalie Klein, Li Tang, Jonathan David Wolfe, Luke Van Roekel, James Joseph Benedict, Ayan Biswas, Earl Lawrence, and Nathan Urban
    In ISAV 2021: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization 2021
  2. In-Situ Spatial Inference on Climate Simulations with Sparse Gaussian Processes
    Michael Grosskopf, Earl Lawrence, Ayan Biswas, Li Tang, Kelin Rumsey, Luke Van Roekel, and Nathan Urban
    In ISAV 2021: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization 2021

2020

  1. Chimbuko: A workflow-level scalable performance trace analysis tool
    Christopher Kelly, Sungsoo Ha, Kevin Huck, Hubertus Van Dam, Line Pouchard, Gyorgy Matyasfalvi, Li Tang, Nicholas D’Imperio, Wei Xu, Shinjae Yoo, and  others
    In ISAV 2020 In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization 2020

2019

  1. MPI jobs within MPI jobs: A practical way of enabling task-level fault-tolerance in HPC workflows
    Justin M Wozniak, Matthieu Dorier, Robert Ross, Tong Shu, Tahsin Kurc, Li Tang, Norbert Podhorszki, and Matthew Wolf
    Future Generation Computer Systems 2019
  2. Computational reproducibility of scientific workflows at extreme scales
    Line Pouchard, Sterling Baldwin, Todd Elsethagen, Shantenu Jha, Bibi Raju, Eric Stephan, Li Tang, and Kerstin Kleese Van Dam
    The International Journal of High Performance Computing Applications 2019
  3. Application-level Studies of Cellular Neural Network-based Hardware Accelerators
    Qiuwen Lou, Indranil Palit, Tang Li, Andras Horvath, Michael Niemier, and X Sharon Hu
    arXiv preprint arXiv:1903.06649 2019

2018

  1. Prescriptive provenance for streaming analysis of workflows at scale
    Line Pouchard, Kevin Huck, Gyorgy Matyasfalvi, Dingwen Tao, Li Tang, Huub Van Dam, and Shinaje Yoo
    In 2018 New York Scientific Data Summit (NYSDS) 2018
  2. Use Cases of Computational Reproducibility for Scientific Workflows at Exascale
    Line Pouchard, Sterling Baldwin, Todd Elsethagen, Carlos Gamboa, Shantenu Jha, Bibi Raju, Eric Stephan, Li Tang, and Kerstin Kleese Van Dam
    arXiv preprint arXiv:1805.00967 2018

2017

  1. Exploiting non-volatility for information processing
    Robert Perricone, Li Tang, Michael Niemier, and X Sharon Hu
    In Proceedings of the on Great Lakes Symposium on VLSI 2017 2017
  2. Peapaw: performance and energy-aware partitioning of workload on heterogeneous platforms
    Li Tang, Richard F Barrett, Jeanine Cook, and X Sharon Hu
    ACM Transactions on Design Automation of Electronic Systems (TODAES) 2017

2015

  1. PerDome: a performance model for heterogeneous computing systems
    Li Tang, X Sharon Hu, and Richard F Barrett
    In Proceedings of the Symposium on High Performance Computing 2015

2014

  1. Performance and Energy Implications for Heterogeneous Computing Systems: A MiniFE Case Study.
    Richard F Barrett, Li Tang, and Sharon X Hu
    2014

2013

  1. On the role of co-design in high performance computing
    Richard F Barrett, Shekhar Borkar, Sudip S Dosanjh, Simon D Hammond, Michael A Heroux, X Sharon Hu, Justin Luitjens, Steven G Parker, John Shalf, and Li Tang
    Transition of HPC Towards Exascale Computing 2013
  2. Gpu acceleration of data assembly in finite element methods and its energy implications
    Li Tang, X Sharon Hu, Danny Z Chen, Michael Niemier, Richard F Barrett, Simon D Hammond, and Genie Hsieh
    In 2013 IEEE 24th International Conference on Application-Specific Systems, Architectures and Processors 2013

2011

  1. Characterizing the l1 data cache’s vulnerability to transient errors in chip-multiprocessors
    Li Tang, Shuai Wang, Jie Hu, and Xiaobo Sharon Hu
    In 2011 IEEE Computer Society Annual Symposium on VLSI 2011