• DocumentCode
    112721
  • Title

    Secure Power Grid Simulation on Cloud

  • Author

    Gupte, N. ; Wang, J.

  • Author_Institution
    Department of Electrical and Computer Engineering, Illinois Institute of Technology, Chicago, IL, USA
  • Volume
    34
  • Issue
    3
  • fYear
    2015
  • fDate
    Mar-15
  • Firstpage
    422
  • Lastpage
    432
  • Abstract
    Power grid (PG) simulation is critical for analysis and verification of power supply noises for robust and reliable integrated circuit (IC) designs. Computational demands to simulate PG for ICs with increasing complexity is never-ending. Cloud computing platforms can be leveraged to mitigate costs associated with making these resources available. However, since simulation data usually contains sensitive design information, simulating on third-party platforms lead to major security concerns. In this paper, we propose a framework for secure PG simulation on Cloud. A transformation algorithm to hide current excitations is presented, while still allowing a majority of computations to be completed on Cloud. We employ multiple compression strategies to significantly reduce communication overheads. Experiments show that our framework can achieve similar turn-around time as an insecure simulator on Cloud, while securing current excitations and output voltage vectors with reasonable communication and computational overheads.
  • Keywords
    Cloud computing; Computational modeling; Integrated circuit modeling; Mathematical model; Security; Sparse matrices; Vectors; Cloud computing; EDA; Electronic Design Automation (EDA); PG simulation; SaaS; Security; Software-as-a-Service (SaaS); power grid simulation; security;
  • fLanguage
    English
  • Journal_Title
    Computer-Aided Design of Integrated Circuits and Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0278-0070
  • Type

    jour

  • DOI
    10.1109/TCAD.2014.2387372
  • Filename
    7001089