High Performance Computing in the Cloud

The goal of our research is to evaluate HPC performance in cloud, identify performance bottlenecks, and address them through HPC-aware cloud schedulers and cloud-aware parallel runtime system. With its adaptivity features, Charm++ is naturally suited for deployment in cloud infrastructures.

Papers / Talks

• 15-18

  2015
  Talk

  Keynote Talk - Efficient High Performance Computing in the Cloud

  • Abhishek Gupta
• 14-26

  2014
  Phd Thesis

  Techniques for Efficient High Performance Computing in the Cloud

  • Abhishek Gupta
• 14-25

  2014
  Paper

  Evaluating and Improving the Performance and Scheduling of HPC Applications in Cloud

  • Abhishek Gupta
  • Paolo Faraboschi
  • Filippo Gioachin
  • Laxmikant Vasudeo Kale
  • Richard Kaufmann
  • Bu-Sung Lee
  • Verdi March
  • Dejan Milojicic
  • Chun Hui Suen
• 13-31

  2013
  Poster

  Towards Efficient Mapping, Scheduling, and Execution of HPC Applications on Platforms in Cloud

  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
• 13-30

  2013
  Paper

  The Who, What, Why, and How of High Performance Computing in the Cloud

  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
  • Filippo Gioachin
  • Verdi March
  • Chun Hui Suen
  • Bu-Sung Lee
  • Paolo Faraboschi
  • Richard Kaufmann
  • Dejan Milojicic
• 13-19

  2013
  Paper

  The Who, What, Why and How of High Performance Computing Applications in the Cloud

  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
  • Filippo Gioachin
  • Verdi March
  • Chun Hui Suen
  • Bu-Sung Lee
  • Paolo Faraboschi
  • Richard Kaufmann
  • Dejan Milojicic
• 13-07

  2013
  Paper

  Towards Efficient Mapping, Scheduling, and Execution of HPC Applications on Platforms in Cloud

  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
• 13-05

  2013
  Paper

  Improving HPC Application Performance in Cloud through Dynamic Load Balancing

  • Abhishek Gupta
  • Osman Sarood
  • Laxmikant Vasudeo Kale
  • Dejan Milojicic
• 13-01

  2013
  Paper

  HPC-Aware VM Placement in Infrastructure Clouds

  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
  • Dejan Milojicic
  • Paolo Faraboschi
  • Susanne Balle
• 12-38

  2012
  Paper

  Optimizing VM Placement for HPC in the Cloud

  • Abhishek Gupta
  • Dejan Milojicic
  • Laxmikant Vasudeo Kale
• 12-27

  2012
  Paper

  Cloud Friendly Load Balancing for HPC Applications: Preliminary Work

  • Osman Sarood
  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
• 12-19

  2012
  Paper

  Short Paper: Exploring the Performance and Mapping of HPC Applications to Platforms in the Cloud

  • Abhishek Gupta
  • Laxmikant Vasudeo Kale
  • Dejan Milojicic
  • Paolo Faraboschi
  • Filippo Gioachin
  • Verdi March
  • Chun Hui Suen
  • Bu-Sung Lee
  • Richard Kaufmann
• 12-18

  2012
  Paper

  Evaluation of HPC Applications on Cloud

  • Abhishek Gupta
  • Dejan Milojicic
• 11-35

  2011
  Paper

  Evaluation of HPC Applications on Cloud

  • Abhishek Gupta
  • Dejan Milojicic