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author:

Zhu, Ziran (Zhu, Ziran.) [1] | Li, Yilin (Li, Yilin.) [2] | Su, Miaodi (Su, Miaodi.) [3] | Zhang, Shu (Zhang, Shu.) [4] | Su, Haiyuan (Su, Haiyuan.) [5] | Xiao, Yifeng (Xiao, Yifeng.) [6] | He, Huan (He, Huan.) [7] | Chen, Jianli (Chen, Jianli.) [8] | Chang, Yao-Wen (Chang, Yao-Wen.) [9]

Indexed by:

EI Scopus SCIE

Abstract:

Reference placement is promising to handle the increasing complexity in printed circuit board (PCB) designs, which aims to find the isomorphism of the placed template in component combination to reuse the placement. In this paper, we convert the netlist information into a graph and then model the reference placement as a subgraph matching problem. Since the state-of-the-art subgraph matching methods usually recursively search the solutions and suffer from high time and memory consumption in large-scale designs, we develop a novel subgraph matching algorithm D2BS with diversity tolerance and improved backtracking to guarantee matching quality and efficiency. The D2BS algorithm is founded on a data structure called the candidate space (CS) structure. We build and filter the candidate set for each query node according to our designed features to construct the CS structure. During the CS optimization process, a graph diversity tolerance strategy is adopted to achieve efficient inexact matching. Then, hierarchical matching is developed to search the template embeddings in the CS structure guided by branch backtracking and matched-node snatching strategies. Based on the industrial PCB designs, experimental results show that D2BS outperforms the state-of-the-art subgraph matching method in matching accuracy and running time.

Keyword:

Placement Printed circuit board Reference placement Subgraph matching

Community:

  • [ 1 ] [Zhu, Ziran]Southeast Univ, Natl ASIC Syst Engn Ctr, Nanjing 210096, Peoples R China
  • [ 2 ] [Li, Yilin]Southeast Univ, Natl ASIC Syst Engn Ctr, Nanjing 210096, Peoples R China
  • [ 3 ] [Su, Miaodi]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 4 ] [Zhang, Shu]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 5 ] [Su, Haiyuan]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou 350108, Peoples R China
  • [ 6 ] [Xiao, Yifeng]Univ Southern Calif, Dept Elect Engn, Los Angeles, CA USA
  • [ 7 ] [He, Huan]Hangzhou Huawei Enterprises Telecommun Technol Co, Hangzhou 310000, Peoples R China
  • [ 8 ] [Chen, Jianli]Fudan Univ, State Key Lab ASIC & Syst, Shanghai 200433, Peoples R China
  • [ 9 ] [Chang, Yao-Wen]Natl Taiwan Univ, Grad Inst Elect Engn, Taipei 10617, Taiwan
  • [ 10 ] [Chang, Yao-Wen]Natl Taiwan Univ, Dept Elect Engn, Taipei 10617, Taiwan

Reprint 's Address:

  • [Zhu, Ziran]Southeast Univ, Natl ASIC Syst Engn Ctr, Nanjing 210096, Peoples R China;;

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Source :

JOURNAL OF SUPERCOMPUTING

ISSN: 0920-8542

Year: 2024

Issue: 16

Volume: 80

Page: 24324-24357

2 . 5 0 0

JCR@2023

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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