A programming framework for large scale numerical simulations on unstructured mesh

被引：13
|
作者：
Liu, QingKai [1 ]
Zhao, WeiBo [1 ]
Cheng, Jie [1 ]
Mo, ZeYao [1 ]
Zhang, AiQing [1 ]
Liu, JianJun [1 ]
机构：
[1] Inst Appl Phys & Computat Math, CAEP Software Ctr High Performance Numer Simulat, Beijing, Peoples R China
来源：
2016 IEEE 2ND INTERNATIONAL CONFERENCE ON BIG DATA SECURITY ON CLOUD (BIGDATASECURITY), IEEE INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE AND SMART COMPUTING (HPSC), AND IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA AND SECURITY (IDS) | 2016年
关键词：
numerical simulation; parallel computing; JAUMIN; programming framework; unstructured mesh;
D O I：
10.1109/BigDataSecurity-HPSC-IDS.2016.12
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
The performance of parallel computers grows rapidly. However, application software is lagging behind due to two bottlenecks: "performance wall" and "programmability wall". These bottlenecks have prevented a lot of application software from achieving good performance and fast development. Programming framework is considered an effective approach to overcome the above bottlenecks. In this paper, we give a prototype of JAUMIN, which is a programming framework for large scale application software based on unstructured mesh. Some important technologies of JAUMIN will be presented, including distributed data structures, data communication patterns and application programming interfaces. Finally, some applications based on JAUMIN will be demonstrated to show that JAUMIN can accelerate the development of application software greatly and support effective simulation on petascale supercomputer.
引用
收藏
页码：310 / 315
页数：6
相关论文
共 50 条
  • [31] Unstructured mesh tools for magnetically confined fusion system simulations
    Shephard, Mark S.
    Merson, Jacob
    Sahni, Onkar
    Castillo, Angel E.
    Joshi, Aditya Y.
    Nath, Dhyanjyoti D.
    Riaz, Usman
    Seol, E. Seegyoung
    Smith, Cameron W.
    Zhang, Chonglin
    Beall, Mark W.
    Klaas, Ottmar
    Nastasia, Rocco
    Tendulkar, Saurabh
    [J]. ENGINEERING WITH COMPUTERS, 2024, 40 (05) : 3319 - 3336
  • [32] Parallel Performance Optimizations on Unstructured Mesh-Based Simulations
    Sarje, Abhinav
    Song, Sukhyun
    Jacobsen, Douglas
    Huck, Kevin
    Hollingsworth, Jeffrey
    Malony, Allen
    Williams, Samuel
    Oliker, Leonid
    [J]. INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, ICCS 2015 COMPUTATIONAL SCIENCE AT THE GATES OF NATURE, 2015, 51 : 2016 - 2025
  • [33] Large scale transport of particle reactive tracers - Numerical simulations
    Segschneider, J
    Sundermann, J
    [J]. PROCEEDINGS OF THE SEVENTH (1997) INTERNATIONAL OFFSHORE AND POLAR ENGINEERING CONFERENCE, VOL I, 1997, 1997, : 461 - 467
  • [34] Numerical integration methods for large-scale biophysical simulations
    Milotti, Edoardo
    Del Fabbro, Alessio
    Chignola, Roberto
    [J]. COMPUTER PHYSICS COMMUNICATIONS, 2009, 180 (11) : 2166 - 2174
  • [35] Numerical Simulations of a Large Scale Oxy-Coal burner
    Chae, Taeyoung
    Park, Sanghyun
    Ryu, Changkook
    Yang, Won
    [J]. CLEANER COMBUSTION AND SUSTAINABLE WORLD, 2012, : 643 - 645
  • [36] NUMERICAL SIMULATIONS OF LARGE-SCALE STRUCTURES IN A MIXING LAYER
    METCALFE, RW
    RILEY, JJ
    [J]. BULLETIN OF THE AMERICAN PHYSICAL SOCIETY, 1979, 24 (08): : 1138 - 1138
  • [37] CPU and GPU Performance of Large Scale Numerical Simulations in Geophysics
    Dorostkar, Ali
    Lukarski, Dimitar
    Lund, Bjorn
    Neytcheva, Maya
    Notay, Yvan
    Schmidt, Peter
    [J]. EURO-PAR 2014: PARALLEL PROCESSING WORKSHOPS, PT I, 2014, 8805 : 12 - 23
  • [38] Interoperable mesh components for large-scale, distributed-memory simulations
    Devine, K.
    Diachin, L.
    Kraftcheck, J.
    Jansen, K. E.
    Leung, V.
    Luo, X.
    Miller, M.
    Ollivier-Gooch, C.
    Ovcharenko, A.
    Sahni, O.
    Shephard, M. S.
    Tautges, T.
    Xie, T.
    Zhou, M.
    [J]. SCIDAC 2009: SCIENTIFIC DISCOVERY THROUGH ADVANCED COMPUTING, 2009, 180
  • [39] Optimal Unstructured Meshing for Large Eddy Simulations
    Addad, Yacine
    Gaitonde, Ulka
    Laurence, Dominique
    Rolfo, Stefano
    [J]. Quality and Reliability of Large-Eddy Simulations, 2008, 12 : 93 - 103
  • [40] An operator theoretic framework for analysis of large-scale quadratic programming
    Motee, Nader
    Jadbabaie, Ali
    [J]. PROCEEDINGS OF THE 46TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-14, 2007, : 4393 - 4398
12345