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DOI10.1016/j.mejo.2021.105195
Layout exploration for three-dimensional Networks-on-Chip: Chemical equilibrium simulation approach
Liu, Zhengxuan; Song, Guozhi; Zhou, Yijie; Zhang, Zhihui; Cheng, Fangyuan
通讯作者Song, GZ (通讯作者),Tiangong Univ, Sch Comp Sci & Technol, Tianjin 300387, Peoples R China.
发表日期2021
ISSN0026-2692
EISSN1879-2391
卷号115
英文摘要This study presents a heterogeneous layout approach for three-dimensional Networks-on-Chip (3D-NoCs) based on the idea of chemical equilibrium movement principle to optimize the chip area and the wiring length. In order to evaluate the performance of this layout, a hybrid optimization approach named chemical equilibrium simu-lation algorithm, combining chemical reaction optimization and simulated annealing algorithms, is used to search the optimal solution together with B*-tree as the coding layout. In addition, based on the metropolis criterion of simulated annealing algorithm, the decomposition or the synthesis of chemical reaction is also applied to avoid getting into the local optimum which is provided double guarantee, and thus offers quality solutions. The proposed approach is tested over the simulator of VNoC3 and compared with the state-of-the-art techniques of the literature. The simulation results indicate that, compared with conventional algorithms, the proposed approach efficiently reduces the communication latency and improves the robustness of latency in the sacrificial time range. Moreover, the proposed hybrid optimization strategy is employed in which the better quality solutions can be established compared with its counterparts.
关键词TREE
英文关键词Three-dimensional Networks-on-Chip; Flit latency; Robustness; Chemical equilibrium simulation algorithm; B*-tree coding
语种英语
WOS研究方向Engineering ; Science & Technology - Other Topics
WOS类目Engineering, Electrical & Electronic ; Nanoscience & Nanotechnology
WOS记录号WOS:000689319200012
来源期刊MICROELECTRONICS JOURNAL
来源机构中国科学院西北生态环境资源研究院
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/254682
作者单位[Liu, Zhengxuan] Tiangong Univ, Sch Econ & Management, Tianjin 300387, Peoples R China; [Liu, Zhengxuan] Chinese Acad Sci, Northwest Inst Ecoenvironm & Resources, Lanzhou 730000, Peoples R China; [Song, Guozhi; Zhou, Yijie] Tiangong Univ, Sch Comp Sci & Technol, Tianjin 300387, Peoples R China; [Zhang, Zhihui] China Univ Geosci, Sch Sci, Beijing 100083, Peoples R China; [Cheng, Fangyuan] Harbin Inst Technol, Sch Econ & Management, Weihai 264209, Peoples R China
推荐引用方式
GB/T 7714
Liu, Zhengxuan,Song, Guozhi,Zhou, Yijie,et al. Layout exploration for three-dimensional Networks-on-Chip: Chemical equilibrium simulation approach[J]. 中国科学院西北生态环境资源研究院,2021,115.
APA Liu, Zhengxuan,Song, Guozhi,Zhou, Yijie,Zhang, Zhihui,&Cheng, Fangyuan.(2021).Layout exploration for three-dimensional Networks-on-Chip: Chemical equilibrium simulation approach.MICROELECTRONICS JOURNAL,115.
MLA Liu, Zhengxuan,et al."Layout exploration for three-dimensional Networks-on-Chip: Chemical equilibrium simulation approach".MICROELECTRONICS JOURNAL 115(2021).
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