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
Link To Document