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Issue No. 01 - January-March (2009 vol. 2)
ISSN: 1939-1374
pp: 79-92
Jing Hua , Wayne State University, Detroit
Artem Chebotko , University of Texas - Pan American, Edinburg
Xubo Fei , Wayne State University, Detroit
Cui Lin , Wayne State University, Detroit
Farshad Fotouhi , Wayne State University, Detroit
Shiyong Lu , Wayne State University, Detroit
Darshan Pai , Wayne State University, Detroit
Zhaoqiang Lai , Wayne State University, Detroit
ABSTRACT
Scientific workflows have recently emerged as a new paradigm for scientists to formalize and structure complex and distributed scientific processes to enable and accelerate many scientific discoveries. In contrast to business workflows, which are typically control flow oriented, scientific workflows tend to be dataflow oriented, introducing a new set of requirements for system development. These requirements demand a new architectural design for scientific workflow management systems (SWFMSs). Although several SWFMSs have been developed that provide much experience for future research and development, a study from an architectural perspective is still missing. The main contributions of this paper are: 1) based on a comprehensive survey of the literature and identification of key requirements for SWFMSs, we propose the first reference architecture for SWFMSs; 2) according to the reference architecture, we further propose a service-oriented architecture for View (a VIsual sciEntific Workflow management system); 3) we implemented View to validate the feasibility of the proposed architectures; and 4) we present a View-based scientific workflow application system (SWFAS), called FiberFlow, to showcase the application of our View system.
INDEX TERMS
Reference architecture, scientific workflows, scientific workflow management system, SOA, View.
CITATION
Jing Hua, Artem Chebotko, Xubo Fei, Cui Lin, Farshad Fotouhi, Shiyong Lu, Darshan Pai, Zhaoqiang Lai, "A Reference Architecture for Scientific Workflow Management Systems and the VIEW SOA Solution", IEEE Transactions on Services Computing, vol. 2, no. , pp. 79-92, January-March 2009, doi:10.1109/TSC.2009.4
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