Random walks for circuit clustering

The authors introduce a fast, parallelizable approach to circuit clustering based on analysis of random walks in the netlist. The method yields good clustering solutions for classes of 'difficult' inputs in the literature as well as for industry benchmark circuits. The authors characterize their results using a new clustering metric which facilitates comparison with future work. Extensions to a number of other CAD applications are proposed.<<ETX>>

[1]  Frank Thomson Leighton,et al.  Graph bisection algorithms with good average case behavior , 1984, Comb..

[2]  Prabhakar Raghavan,et al.  The electrical resistance of a graph captures its commute and cover times , 1989, STOC '89.

[3]  A. J. Stone,et al.  Logic partitioning , 1966, DAC.

[4]  Andrew B. Kahng,et al.  New spectral methods for ratio cut partitioning and clustering , 1991, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

[5]  N. Linial,et al.  On the cover time of random walks on graphs , 1989 .

[6]  Chung-Kuan Cheng,et al.  A two-level two-way partitioning algorithm , 1990, 1990 IEEE International Conference on Computer-Aided Design. Digest of Technical Papers.

[7]  Hans Jürgen Prömel,et al.  Finding clusters in VLSI circuits , 1990, 1990 IEEE International Conference on Computer-Aided Design. Digest of Technical Papers.