Title :
A multilevel ℌ-matrix-based approximate matrix inversion algorithm for vectorless power grid verification
Author :
Wei Zhao ; Yici Cai ; Jianlei Yang
Author_Institution :
Dept. of Comput. Sci. & Technol., Tsinghua Univ., Beijing, China
Abstract :
Vectorless power grid verification technique makes it possible to estimate the worst-case voltage fluctuations of the on-chip power delivery network at the early design stage. For most of the existing vectorless verification algorithms, the sub-problem of linear system solution which computes the inverse of the power grid matrix takes up a large part of the computation time and has become a critical bottleneck of the whole algorithm. In this paper, we propose a new algorithm that combines the ℌ-matrix-based technique and the multilevel method to construct a data-sparse approximate inverse of the power grid matrix. Experimental results have shown that the proposed algorithm can obtain an almost linear complexity both in runtime and memory consumption for efficient vectorless power grid verification.
Keywords :
matrix inversion; power grids; data sparse approximate inverse; linear complexity; linear system solution; memory consumption; multilevel matrix based approximate matrix inversion algorithm; on-chip power delivery network; power grid matrix; vectorless power grid verification algorithm; voltage fluctuation; Accuracy; Approximation algorithms; Approximation methods; Complexity theory; Linear systems; Power grids; Sparse matrices;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2013 18th Asia and South Pacific
Conference_Location :
Yokohama
Print_ISBN :
978-1-4673-3029-9
DOI :
10.1109/ASPDAC.2013.6509590