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Exploring Scientific Workflow Systems: Advantages, Mainstream Software, and OSGi Integration

This survey explores current mainstream Scientific Workflow Systems (SWFs), focusing on their advantages and integration with OSGi technology. SWFs are networks of analytical steps involving data access, analysis, and computation. Workflow management systems like Kepler, Triana, Taverna, and Pegasus automate scientific data analysis and visualization, hiding complex computing details. OSGi technology enhances SWFs by providing a service-oriented, component-based environment. Collaboration, intuitive design, and distributed computing are key benefits of SWFs. For more information, visit the provided links.

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Exploring Scientific Workflow Systems: Advantages, Mainstream Software, and OSGi Integration

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  1. 2009 A survey on current mainstream SWF systems Liu YingBodanielybcn@gmail.com Kunming University of Science and Technology

  2. Scientific Workflow System(SWFS) Advantages Mainstream SWFs OSGi Contents

  3. Scientific Workflow System(SWF) Advantages Mainstream SWFs OSGi Contents

  4. Scientific Workflow • These are networks of analytical steps that may involve, e.g., Database access and querying steps, data analysis and mining steps, and many other steps including computationally intensive jobs on high performance cluster computers. Bertram Ludäscher et.al.

  5. Scientific Workflow • Workflow:“glue” heterogeneous data from multiple resources in efficient ways • Workflow management system (WMS)A Software that supports workflow modeling and execution

  6. Scientific Workflow System(SWF) Advantages Mainstream SWFs OSGi Contents

  7. Advantages • Automate scientific data analysis, simulation, and visualization • Conceptual-level design hide distributed computing details • Intuitive to use • Collaboration

  8. Scientific Workflow System(SWF) Advantages Mainstream SWFs OSGi Contents

  9. Mainstream SWFs • Keplerhttps://kepler-project.org/1. is a java-based application that is maintained for the Windows, and Linux operating systems.3. is built upon the Ptolemy II system. 4. focus on actor-oriented design.Actors are re-usable independent blocks. such as web services.

  10. Mainstream SWFs • Trianahttp://www.trianacode.org/1. Triana is Data flow based.2. simplify define, analyse, manage, execute and monitor workflows. 3.Components basedsimplify the applicationdesign process and to speed up application development

  11. Mainstream SWFs • Tavernahttp://www.mygrid.org.uk/tools/taverna/1. is an open-source, Grid workflow management system2. aimed at facilitating standard scientific procedures inthe eScience domain.

  12. Mainstream SWFs • Pegasushttp://pegasus.isi.edu1. Pegasus map the high-level workflow descriptions onto distributed infrastructures2. Pegasus is used map complex, large-scale scientific workflows with thousands of tasks (data-intensive, compute-intensive)onto the Grid. • Others http://www.extreme.indiana.edu/swf-survey/

  13. Scientific Workflow System(SWF) Advantages Mainstream SWFs OSGi Contents

  14. OSGi • OSGi:http://www.osgi.org/Main/HomePageOSGi(open service gateway initiative) technology is Universal Middleware. OSGi technology provides a service-oriented, component-based environment for developers These capabilities greatly increase the value of a wide range of computers and devices that use the Java platform.

  15. Thank you

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