Sheng Di

Best Publications

• Significantly Improving Lossy Compression for Scientific Data Sets Based on Multidimensional Prediction and Error-Controlled Quantization

  Dingwen Tao;Sheng Di;Zizhong Chen;Franck Cappello;Franck Cappello

  302
  Citations

• Error-Controlled Lossy Compression Optimized for High Compression Ratios of Scientific Datasets

  Xin Liang;Sheng Di;Dingwen Tao;Sihuan Li

  249
  Citations

• Characterization and Comparison of Cloud versus Grid Workloads

  Sheng Di;Derrick Kondo;Walfredo Cirne

  205
  Citations

• Host load prediction in a Google compute cloud with a Bayesian model

  Sheng Di;Derrick Kondo;Walfredo Cirne

  185
  Citations

• Use cases of lossy compression for floating-point data in scientific data sets:

  Franck Cappello;Franck Cappello;Sheng Di;Sihuan Li;Xin Liang

  139
  Citations

• Characterizing Cloud Applications on a Google Data Center

  Sheng Di;Derrick Kondo;Franck Cappello

  137
  Citations

• Host load prediction in a Google compute cloud with a Bayesian model

  Unknown

  131
  Citations

• Optimizing Error-Bounded Lossy Compression for Scientific Data by Dynamic Spline Interpolation

  Kai Zhao;Sheng Di;Maxim Dmitriev;Thierry-Laurent D. Tonellot

  130
  Citations

• Dynamic Resource Scheduling in Mobile Edge Cloud with Cloud Radio Access Network

  Xinhou Wang;Kezhi Wang;Song Wu;Sheng Di

  110
  Citations

• Optimization of cloud task processing with checkpoint-restart mechanism

  Sheng Di;Yves Robert;Frédéric Vivien;Derrick Kondo

  101
  Citations

• Towards Optimized Fine-Grained Pricing of IaaS Cloud Platform

  Hai Jin;Xinhou Wang;Song Wu;Sheng Di

  101
  Citations

• Computing Just What You Need: Online Data Analysis and Reduction at Extreme Scales

  Ian Foster;Ian Foster

  90
  Citations

• Full-State Quantum Circuit Simulation by Using Data Compression

  Xin-Chuan Wu;Sheng Di;Emma Maitreyee Dasgupta;Franck Cappello

  89
  Citations

• Dynamic Optimization of Multiattribute Resource Allocation in Self-Organizing Clouds

  Unknown

  85
  Citations

• Optimizing Lossy Compression Rate-Distortion from Automatic Online Selection between SZ and ZFP

  Dingwen Tao;Sheng Di;Xin Liang;Zizhong Chen

  82
  Citations

• Toward an Optimal Online Checkpoint Solution under a Two-Level HPC Checkpoint Model

  Sheng Di;Yves Robert;Frederic Vivien;Franck Cappello

  74
  Citations

• cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data

  Jiannan Tian;Sheng Di;Kai Zhao;Cody Rivera

  70
  Citations

• An Efficient Transformation Scheme for Lossy Data Compression with Point-Wise Relative Error Bound

  Xin Liang;Sheng Di;Dingwen Tao;Zizhong Chen

  68
  Citations

• Significantly Improving Lossy Compression for HPC Datasets with Second-Order Prediction and Parameter Optimization

  Kai Zhao;Sheng Di;Xin Liang;Sihuan Li

  67
  Citations

• FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks

  Kai Zhao;Sheng Di;Sihuan Li;Xin Liang

  62
  Citations