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author:

Zhu, Z. (Zhu, Z..) [1] | Li, Y. (Li, Y..) [2] | Su, M. (Su, M..) [3] | Zhang, S. (Zhang, S..) [4] | Su, H. (Su, H..) [5] | Xiao, Y. (Xiao, Y..) [6] | He, H. (He, H..) [7] | Chen, J. (Chen, J..) [8] | Chang, Y.-W. (Chang, Y.-W..) [9]

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Scopus

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. © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2024.

Keyword:

Placement Printed circuit board Reference placement Subgraph matching

Community:

  • [ 1 ] [Zhu Z.]National ASIC System Engineering Center, Southeast University, Nanjing, 210096, China
  • [ 2 ] [Li Y.]National ASIC System Engineering Center, Southeast University, Nanjing, 210096, China
  • [ 3 ] [Su M.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350108, China
  • [ 4 ] [Zhang S.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350108, China
  • [ 5 ] [Su H.]College of Mathematics and Computer Science, Fuzhou University, Fuzhou, 350108, China
  • [ 6 ] [Xiao Y.]Department of Electrical Engineering, University of Southern California, Los Angeles, CA, United States
  • [ 7 ] [He H.]Hangzhou Huawei Enterprises Telecommunication Technologies Co., Ltd, Hangzhou, 310000, China
  • [ 8 ] [Chen J.]State Key Lab of ASIC and System, Fudan University, Shanghai, 200433, China
  • [ 9 ] [Chang Y.-W.]Graduate Institute of Electronics Engineering, National Taiwan University, Taipei, 10617, Taiwan
  • [ 10 ] [Chang Y.-W.]Department of Electrical Engineering, National Taiwan University, Taipei, 10617, Taiwan

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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:

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30 Days PV: 0

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