A service-oriented framework for integration of domain-specific data models in scientific workflows

被引:9
作者
Bender, Andreas [1 ]
Poschlad, Angela [1 ]
Bozic, Stefan [1 ]
Kondov, Ivan [1 ]
机构
[1] KIT, Steinbuch Ctr Comp, D-76021 Karlsruhe, Germany
来源
2013 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE | 2013年 / 18卷
关键词
multiscale materials modeling; simulation workflow; simulation dataflow; data model; service-oriented architecture; web services;
D O I
10.1016/j.procs.2013.05.274
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Managing data exchange in scientific workflow simulations is a challenge for which existing solutions have only limited success. Basing on a data-model approach we developed a service-oriented, platform-and language-independent framework which provides seamless access for heterogeneous applications to data storage resources distributed over grids and clouds. After implementing a working prototype of the framework we demonstrated its benefits for a complex workflow application from the domain of multiscale materials modeling. Because of its generic architecture and wide standards conformity the framework can be deployed as grid or cloud middleware for various other domains of computational science to enable rapid development of complex workflow applications.
引用
收藏
页码:1087 / 1096
页数:10
相关论文
共 31 条
  • [1] Bender A., 2013, EMF BASED TOOLKIT CR
  • [2] Bozic S., 2012, ECHALLENGES E 2012 C
  • [3] BOZIC S, 2012, IAS SERIES, V15, P15
  • [4] Carpene M., 2012, IAS SERIES, V15, P1
  • [5] Demuth B., 2010, E-Science 2010. Proceedings 6th IEEE International Conference on E-Science (E-Science 2010), P238, DOI 10.1109/eScience.2010.42
  • [6] Grid-enabled data warehousing for PF molecular engineering
    Dubitzky, W
    McCourt, D
    Galushka, M
    Romberg, M
    Schuller, B
    [J]. PARALLEL COMPUTING, 2004, 30 (9-10) : 1019 - 1035
  • [7] Novel approaches to multiscale modelling in materials science
    Elliott, J. A.
    [J]. INTERNATIONAL MATERIALS REVIEWS, 2011, 56 (04) : 207 - 225
  • [8] Development of an integrated framework for protein structure determinations: A logical data model for NMR data analysis
    Ellis, Heidi J. C.
    Fox-Erlich, Susan
    Martyn, Timothy O.
    Gryk, Michael R.
    [J]. THIRD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY: NEW GENERATIONS, PROCEEDINGS, 2006, : 613 - +
  • [9] Fielding R.T., 2000, ARCHITECTURAL STYLES
  • [10] MEMOPS: Data modelling and automatic code generation
    Fogh, Rasmus H.
    Boucher, Wayne
    Ionides, John M. C.
    Vranken, Wim F.
    Stevens, Tim J.
    Laue, Ernest D.
    [J]. JOURNAL OF INTEGRATIVE BIOINFORMATICS, 2010, 7 (03):