Cluster-based parallel simulation for large scale molecular dynamics in microscale thermophysics

被引:0
|
作者
Shu, JW [1 ]
Wang, B [1 ]
Zheng, WM [1 ]
机构
[1] Tsing Hua Univ, Dept Comp Sci & Technol, Inst HPC, Beijing 100084, Peoples R China
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
A cluster-based spatial decomposition algorithm for solving large-scale Molecular Dynamics simulation of thermophysics is proposed. Firstly, three kinds of domain division strategies are provided and their efficiency and scalability are analyzed. Secondly, a method called FLNP (Fast Location of Neighboring Particles) to accelerate the location of neighboring particles is proposed, which greatly reduces the cost of calculation and communication of interaction. Additionally, a new memory management technique called AMM (Adaptive Memory Management) is applied to meet the large memory requirement. The parallel algorithm based on these above technologies was implemented on a cluster of SMPs and tested on a system of 6,912,000 particles and achieved an efficiency of 77.0%.
引用
收藏
页码:200 / 211
页数:12
相关论文
共 50 条
  • [31] Cluster-based Best Match Scanning for Large-Scale Missing Data Imputation
    Yu, Weiqing
    Zhu, Wendong
    Liu, Guangyi
    Kan, Bowen
    Zhao, Ting
    Liu, He
    2017 3RD INTERNATIONAL CONFERENCE ON BIG DATA COMPUTING AND COMMUNICATIONS (BIGCOM), 2017, : 232 - 238
  • [32] Cluster-based replication for large-scale mobile ad-hoc networks
    Yu, H
    Martin, P
    Hassanein, H
    2005 INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS, COMMUNICATIONS AND MOBILE COMPUTING, VOLS 1 AND 2, 2005, : 552 - 557
  • [33] DATA PARALLEL LARGE-SCALE MOLECULAR-DYNAMICS FOR LIQUIDS
    HEDMAN, F
    LAAKSONEN, A
    INTERNATIONAL JOURNAL OF QUANTUM CHEMISTRY, 1993, 46 (01) : 27 - 38
  • [34] Large-scale molecular dynamics simulations of materials on parallel computers
    Nakano, A
    Campbell, TJ
    Kalia, RK
    Kodiyalam, S
    Ogata, S
    Shimojo, F
    Vashishta, P
    Walsh, P
    ADVANCED COMPUTING AND ANALYSIS TECHNIQUES IN PHYSICS RESEARCH, 2001, 583 : 57 - 62
  • [35] Large-scale molecular dynamics simulation of bubble nucleation
    Wang, JZ
    Chen, M
    Wang, B
    Shu, JW
    Guo, ZY
    PROCEEDINGS OF THE 3RD INTERNATIONAL SYMPOSIUM ON HEAT TRANSFER ENHANCEMENT AND ENERGY CONSERVATION, VOLS 1 AND 2, 2004, : 228 - 234
  • [36] Large scale molecular dynamics simulation of nucleation in supercooled NaCl
    Koishi, T
    Yasuoka, K
    Ebisuzaki, T
    JOURNAL OF CHEMICAL PHYSICS, 2003, 119 (21): : 11298 - 11305
  • [37] A green cluster-based routing scheme for large-scale wireless sensor networks
    Chanak, Prasenjit
    Banerjee, Indrajit
    Sherratt, Simon
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2020, 33 (09)
  • [38] Cluster-based Hyper-Heuristic for Large-Scale Vehicle Routing Problem
    Costa, Joao Guilherme Cavalcanti
    Mei, Yi
    Zhang, Mengjie
    2020 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2020,
  • [39] GCMR: A GPU Cluster-based MapReduce Framework for Large-scale Data Processing
    Guo, Yiru
    Liu, Weiguo
    Gong, Bin
    Voss, Gerrit
    Mueller-Wittig, Wolfgang
    2013 IEEE 15TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING AND COMMUNICATIONS & 2013 IEEE INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING (HPCC_EUC), 2013, : 580 - 586
  • [40] Cluster-based Monte Carlo simulation of ferrofluids
    Davis, SW
    McCausland, W
    McGahagan, HC
    Tanaka, CT
    Widom, M
    PHYSICAL REVIEW E, 1999, 59 (02): : 2424 - 2428