Title :
New graph-based algorithms for partitioning VLSI circuits
Author :
Augeri, Christopher J. ; Ali, Hesham H.
Author_Institution :
Dept. of Comput. Sci., US Air Force Acad., CO, USA
Abstract :
When designing a circuit, it may be too large to fit on a single layer of a chip, on a single chip, or on a single board. Regardless of the design level, the same objectives remain. Normally, it is desirable to minimize the number of layers, chips, or boards, along with minimizing the delay. Additional constraints, such as the number of interconnections and power consumption, must often be considered. We have developed two k-way bounded partitioning algorithms; one is evolutionary-based, while the other is a hierarchical graph center-based approach. The algorithms are implemented and compared with known partitioning algorithms. Since VLSI circuits can be naturally modeled by graphs, experiments were conducted by partitioning graphs from various graph families against both simulated and real-world partitioning criteria. A direct result of this research is a high-level abstract graph-partitioning model. This model allows one to specify mathematical evaluation metrics and control parameters, permitting inter-domain comparison of algorithms and allowing one to identify the particular scenarios they are best applicable to.
Keywords :
VLSI; evolutionary computation; graph theory; integrated circuit design; power consumption; VLSI circuit partitioning; delay minimisation; evolutionary based algorithm; graph based algorithms; graph families; hierarchical graph center based method; high-level abstract graph partitioning model; interconnections; k-way bounded partitioning algorithms; mathematical evaluation metrics; power consumption; real-world partitioning criteria; simulated partitioning criteria; Circuit simulation; Clustering algorithms; Computer science; Delay; Energy consumption; Integrated circuit interconnections; Mathematical model; Partitioning algorithms; Very large scale integration; Wire;
Conference_Titel :
Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
Print_ISBN :
0-7803-8251-X
DOI :
10.1109/ISCAS.2004.1329055